NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
Transactions on Machine Learning Research | July 2024
Steve Lin
Senior Principal Research Manager
Publications
Publications by Year
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GMConv: Modulating Effective Receptive Fields for Convolutional Kernels.
Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
IEEE Transactions on Neural Networks and Learning Systems | May 2024
You Only Need Less Attention Each Stage in Vision Transformers
Shuoxi Zhang, Hanpeng Liu, Stephen Lin, Kun He
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024
Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence
Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2024
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Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
International Conference on Computer Vision (ICCV) | October 2023
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
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Could Giant Pre-trained Image Models Extract Universal Representations?
Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao
Advances in Neural Information Processing Systems (NeurIPS) | December 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim
European Conference on Computer Vision (ECCV) | October 2022
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
European Conference on Computer Vision (ECCV) | October 2022
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
2022 Computer Vision and Pattern Recognition | April 2022
Video Swin Transformer
Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu
CVPR 2022 | April 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
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Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
NeurIPS 2021 | December 2021
Bootstrap Your Object Detector via Mixed Training
Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai
NeurIPS 2021 | December 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
NeurIPS 2021 | December 2021
Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
ICCV 2021 | October 2021
Marr Prize – Best Paper Prize
ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
IEEE Transactions on Image Proccessing (TIP) | September 2021, Vol 30: pp. 9150-9163
Neural Articulated Radiance Field
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
ICCV 2021 | September 2021
Cross-Iteration Batch Normalization
Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
CVPR 2021 | June 2021
Instance Localization for Self-supervised Detection Pretraining
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
CVPR 2021 | June 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
CVPR 2021 | June 2021
What Makes Instance Discrimination Good for Transfer Learning
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2021
Distilling Localization for Contrastive Representation Learning
Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
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Global Context Networks
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) | December 2020
RepPoints v2: Verification Meets Regression for Object Detection
Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu
Neural Information Processing Systems (NeurIPS) | December 2020
Dense RepPoints: Representing Visual Objects with Dense Point Sets
Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu
European Conference on Computer Vision (ECCV) | August 2020
Detecting Human-Object Interactions with Action Co-occurrence Priors
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
European Conference on Computer Vision (ECCV) | August 2020
Disentangled Non-Local Neural Networks
Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu
European Conference on Computer Vision (ECCV) | August 2020
Object-based Illumination Estimation with Rendering-aware Neural Networks
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong
European Conference on Computer Vision (ECCV) | August 2020
Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
SRNet: Improving Generality in 3D Human Pose Estimation with a Split-and-Recombine Approach
Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
A Transductive Approach for Video Object Segmentation
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2020
Single Image Reflection Removal through Cascaded Refinement
Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft
Computer Vision and Pattern Recognition (CVPR) | June 2020
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
International Conference on Learning Representations (ICLR) | April 2020
Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
Renjiao Yi, Ping Tan, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2020
Dense Cross-Modal Correspondence Estimation with the Deep Self-Correlation Descriptor
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2020
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Learning Residual Flow as Dynamic Motion from Stereo Videos
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
Intelligent Robots and Systems (IROS) | November 2019
Makeup Removal via Bidirectional Tunable De-Makeup Network
Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
IEEE Transactions on Multimedia | November 2019, Vol 21(11)
An Empirical Study of Spatial Attention Mechanisms in Deep Networks
Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai
International Conference on Computer Vision (ICCV) | October 2019
Deep Depth from Uncalibrated Small Motion Clip
Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon
IEEE Transactions on Pattern Recognition and Machine Intelligence | October 2019
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
Xiao Sun, Chuankang Li, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
International Conference on Computer Vision Workshops | October 2019
RepPoints: Point Set Representation for Object Detection
Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
International Conference on Computer Vision (ICCV) | October 2019
Visuomotor Understanding for Representation Learning of Driving Scenes
Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon
British Machine Vision Conference (BMVC) | September 2019
A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
Deformable ConvNets v2: More Deformable, Better Results
Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai
Computer Vision and Pattern Recognition (CVPR) | June 2019
Local Relation Networks for Image Recognition
Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2019
DPSNet: End-to-end deep plane sweep stereo
Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
International Conference on Learning Representations (ICLR) | May 2019
Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
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Recurrent transformer networks for semantic correspondence
Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
Advances in Neural Information Processing Systems (NeurIPS) | December 2018
Discrete-continuous transformation matching for dense semantic correspondence
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
Faces as lighting probes via unsupervised deep highlight extraction
Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2018
Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
Exposure: A White-Box Photo Post-Processing Framework
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
A high-quality denoising dataset for smartphone cameras
Abdelrahman Abdelhamed, Stephen Lin, Michael S Brown
Computer Vision and Pattern Recognition (CVPR) | June 2018
Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
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Face inpainting based on high-level facial attributes
Mahdi Jampour, Chen Li, Lap-Fai Yu, Kun Zhou, Stephen Lin, Horst Bischof
Computer Vision and Image Understanding | August 2017, Vol 161: pp. 29-41
FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling
Yuanming Hu, Baoyuan Wang, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | July 2017
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence
Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
Computer Vision and Pattern Recognition (CVPR) | July 2017
Radiometric Calibration from Faces in Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
Computer Vision and Pattern Recognition (CVPR) | July 2017
Specular Highlight Removal in Facial Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
Computer Vision and Pattern Recognition (CVPR) | July 2017
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
International Conference on Computer Vision (ICCV) | July 2017
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
IEEE Transactions on Medical Imaging (TMI) | May 2017, Vol 36(9): pp. 1930-1938
Object-Based Multiple Foreground Segmentation in RGBD Video
Huazhu Fu, Dong Xu, Stephen Lin
IEEE Transactions on Image Processing | January 2017, Vol 26(3): pp. 1418-1427
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High resolution multispectral image capture
Stephen Lin, Xin Tong, Xun Cao
December 2016
US Patent 20170094233 A1
DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2016
Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
European Conference on Computer Vision (ECCV) | September 2016
Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2016
Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world
Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
IEEE Signal Processing Magazine (SPM) | September 2016, Vol 33(5): pp. 95-108
Image Deblurring Using Smartphone Inertial Sensors
Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang
Computer Vision and Pattern Recognition (CVPR) | August 2016
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
IEEE Transactions on Image Processing (TIP) | February 2016
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Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability
Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin
International Conference on Computer Vision (ICCV) | December 2015
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
Xinting Gao, Stephen Lin, Tien Yin Wong
IEEE Transactions on Biomedical Engineering (TBME) | November 2015, Vol 62(11): pp. 2693-2701
Object-based Multiple Foreground Video Co-segmentation via Multi-State Selection Graph
Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab Kreidieh Ward
IEEE Transactions on Image Processing | November 2015, Vol 24(11): pp. 3415-3424
Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
Wangjiang Zhu, Baoyuan Wang, Stephen Lin
Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
Continuous Symmetric Stereo with Adaptive Outlier Handling
Chen Li, Lap-Fai Yu, Zhichao Lu, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
International Conference on 3D Vision (3DV) | October 2015
Image based relighting using neural networks
Peiran Ren, Yue Dong, Stephen Lin, Xin Tong, Baining Guo
ACM Transactions on Graphics (TOG) | August 2015, Vol 34(4)
Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
HyeokHyen Kown, Yu-Wing Tai, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2015
Object-based RGBD image co-segmentation with mutex constraint
Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
Computer Vision and Pattern Recognition (CVPR) | June 2015
Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
Chen Li, Kun Zhou, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2015
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction
Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
IEEE Transactions on Biomedical Engineering (TBME) | April 2015, Vol 62(4): pp. 1151-1158
Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning
Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
IEEE Transactions on Cybernetics (TCYB) | March 2015, Vol 45(3): pp. 381-390
Change-Based Image Cropping with Exclusion and Compositional Features
Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
International Journal of Computer Vision (IJCV) | February 2015
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A Visual Evaluation Framework for In-Home Physical Evaluation
Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
International Symposium on Multimedia (ISM) | December 2014
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
Xinting Gao, Stephen Lin, Tien Yin Wong
Asian Conference on Computer Vision (ACCV) | November 2014
Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System
Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images
Heesoo Myeong, Stephen Lin, Kyoung Mu Lee
European Conference on Computer Vision (ECCV) | September 2014
Intrinsic Face Image Decomposition with Human Face Priors
Chen Li, Kun Zhou, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2014
A Learning-to-Rank Approach for Image Color Enhancement
Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
Computer Vision and Pattern Recognition (CVPR) | June 2014
Object-based Multiple Foreground Video Co-segmentation
Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2014
Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation
Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | April 2014
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Material Appearance Modeling: A Data-Coherent Approach
Yue Dong, Stephen Lin, Baining Guo
Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
ISBN: 978-3-642-35776-3
3D shape regression for real-time facial animation
Chen Cao, Yanlin Weng, Stephen Lin, Kun Zhou
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Y. Cheung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | July 2013
Global illumination with radiance regression functions
Peiran Ren, Jiaping wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
Shading-Based Shape Refinement of RGB-D Images
Lap-Fai Yu, Sai-Kit Yeung, Yu-Wing Tai, Stephen Lin
2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2013
Learning the Change for Automatic Image Cropping
J. Yan, X. Tang, Stephen Lin, Sing Bing Kang
IEEE Conference on Computer Vision and Pattern Recognition | June 2013
Enhanced Photometric Stereo with Multispectral Images
Tsuyoshi Takatani, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi
May 2013
Fabricating Spatially-Varying Subsurface Scattering
Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
ISBN: 978-3-642-35776-3
Interactive SVBRDF Modeling from a Single Image
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Modeling Subsurface Light Transport with the Kernel Nyström Method
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Overview of Material Fabrication
Yue Dong, Stephen Lin, Baining Guo
Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
Overview of Subsurface Light Transport
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
Surface Reflectance Overview
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuku Matsushita, Kun Zhou, Stephen Lin
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | April 2013
Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening
Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2013
Semantically-Based Human Scanpath Estimation with HMMs
Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin
The IEEE International Conference on Computer Vision (ICCV), 2013 | April 2013
Efficient SVBRDF Acquisition with Manifold Bootstrapping
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
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Image-based clothes animation for virtual fitting
Zhenglong Zhou, Bo Shu, Zhaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin
SA '12 SIGGRAPH Asia 2012 Technical Briefs | December 2012
Removal of dust artifacts in focal stack image sequences
Chen Li, Kun Zhou, Stephen Lin
2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | November 2012
Estimation of Intrinsic Image Sequences from Image+Depth Video
Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
ISBN: 978-3-642-33782-6
Modeling and rendering of heterogeneous translucent materials using the diffusion equation
Jiaping Wang, Stephen Lin, Baining Guo
August 2012
US Patent 8243071 B2
Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification
Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
European Conference on Computer Vision 2012 | August 2012
Diffusion Curve Textures for Resolution Independent Texture Mapping
Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
Rendering global light transport in real-time using machine learning
Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
June 2012
US Patent 9684996 B2
Motion-aware noise filtering for deblurring of noisy and blurry images
Yu-Wing Tai, Stephen Lin
2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2012
TransCut: Interactive Rendering of Translucent Cutouts
Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors
Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Y. Cheung, Tin Aung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2012
Fully Convolutional Color Constancy with Confidence-weighted Pooling
Yuanming Hu, Baoyuan Wang, Stephen Lin
April 2012
A Closed-Form Solution to Retinex with Nonlocal Texture Constraints
Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2012, Vol 34(7): pp. 1437-1444
A New In-Camera Imaging Model for Color Computer Vision and Its Application
Seon Joo Kim, Hai Ting Lin, Zheng Lu, Sabine Strunk, Stephen Lin, Michael S. Brown
IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2012, Vol 34(12): pp. 2289-2302
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Semantic colorization with internet images
Alex Yong-Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Teung Cho, Ping Tan, Stephen Lin
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011
A Prism-Mask System for Multispectral Video Acquisition
Xun Cao, Hao Du, Xin Tong, Qionghai Dai, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2011, Vol 33(12): pp. 2423-2435
Detection of Sudden Pedestrian Crossings for Driving Assistance Systems
Yanwu Xu, Dong Xu, Stephen Lin, Tony X. Han, Xiambin Cao, Xuelong Li
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | November 2011, Vol 42(3): pp. 729-739
Real-time rendering of light-scattering media
Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
US Patent 8009168 B2 | August 2011
Line space gathering for single scattering in large scenes
Sun Xin, Stephen Lin, Baining Guo
April 2011
US Patent 8922556 B2
Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis
Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Y. Cheung, Tin Aung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2011
Interactive relighting with dynamic reflectance
Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
February 2011
US Patent 7884820 B2
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Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring
Changyin Zhou, Stephen Lin, Shree K. Nayar
International Journal of Computer Vision | December 2010, Vol 93(1): pp. 53-72
Coded exposure imaging for projective motion deblurring
Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin
2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Super resolution using edge prior and single image detail synthesis
Yu-Wing Tao, Shuaicheng Liu, Michael S. Brown, Stephen Lin
2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Line space gathering for single scattering in large scenes
Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
Single-image optical center estimation from vignetting and tangential gradient symmetry
Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin
2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Message from the Guest Editors-In-Chief
Toshikazu Wada, Fay Huang, Stephen Lin
IPSJ Transactions on Computer Vision and Applications | March 2010, Vol 2: pp. 15
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Single-Image Vignetting Correction
Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
A Prism-based System for Multispectral Video Acquisition
Hao Du, Xin Tong, Xun Guo, Stephen Lin
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
ISBN: 978-1-4244-4420-5
Coded aperture pairs for depth from defocus
Changyin Zhou, Stephen Lin, Shree Nayar
2009 IEEE 12th International Conference on Computer Vision | September 2009
Correction of spatially varying image and video motion blur using a hybrid camera
Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2009, Vol 32(6): pp. 1012-1028
Detail Recovery for Single-image Defocus Blur
Yu-Wing Tai, Huixuan Tang, Michael S. Brown, Stephen Lin
Special Issue on MIRU2008 Invited Paper | March 2009
Enhancing Bilinear Subspace Learning by Element Rearrangement
Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2009, Vol 31(10): pp. 1913-1920
Advances in Image and Video Technology: Third Pacific Rim Symposium
Toshikazu Wada, Fay Huang, Stephen Lin
PSIVT 2009, Tokyo, Japan, | January 2009
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Intrinsic colorization
Xiaopei Liu, Liang Wan, Yinqqe Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng
ACM SIGGRAPH Asia 2008 | December 2008
Rendering in scattering media
Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
October 2008
US Patent 20100085360 A1
Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
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Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang
IEEE Transactions on Circuits and Systems for Video Technology | September 2008, Vol 18(12): pp. 1753-1759
Image/video deblurring using a hybrid camera
Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
Intrinsic image decomposition with non-local texture cues
Li Shen, Ping Tan, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
Single-image vignetting correction using radial gradient symmetry
Yuanjie Zheng, Jingyi Yu, Stephen Lin, Sing Bing Kang, Chandra Khambamettu
IEEE Conference on Computer Vision and Pattern Recognition | June 2008
Subpixel Photometric Stereo
Ping Tan, Stephen Lin, Long Quan
IEEE Transactions on Pattern Analysis and Machine Intelligence | June 2008, Vol 30(8)
Supplementary Material: Radiometric Calibration from Faces in Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
June 2008
Discriminant Locally Linear Embedding With High-Order Tensor Data
Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | March 2008, Vol 38(2)
Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis
Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang
IEEE Transactions on Circuits and Systems for Video Technology | January 2008, Vol 18(1): pp. 36-47
Filtering and Rendering of Resolution-Dependent Reflectance Models
Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
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Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval
Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-jiang Zhang
IEEE Transactions on Image Processing | October 2007, Vol 16(11)
Rank-One Projections With Adaptive Margins for Face Recognition
Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | September 2007, Vol 37(5): pp. 1226-1236
Real-Time Smoke Rendering Using Compensated Ray Marching
Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
MSR-TR-2007-142 | September 2007
A Probabilistic Intensity Similarity Measure based on Noise Distributions
Yasuyuki Matsushita, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition CVPR '07 | July 2007
Interactive relighting with dynamic BRDFs
Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
Element Rearrangement for Tensor-Based Subspace Learning
Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07. | June 2007
Removal of Image Artifacts Due to Sensor Dust
Changyin Zhou, Stephen Lin
June 2007
Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) | May 2007, Vol 27
Real-time texture rendering using generalized displacement maps
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
US Patent 7184052 B2 | February 2007
Radiometric Calibration from Noise Distributions
Yasuyuki Matsushita, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2007
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Spherical Harmonics Scaling
Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
December 2006, Vol 22(9-11): pp. 713-720
US Patent 7,663,623 B2
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-jiang Zhang, Qiang Yang, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | November 2006, Vol 29(1): pp. 40-51
Separation of Highlight Reflections on Textured Surfaces
Ping Tan, Long Quan, Stephen Lin
2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition | October 2006
Resolution-Enhanced Photometric Stereo
Ping Tan, Stephen Lin, Long Quan
European Conference on Computer Vision ECCV 2006 | October 2006
Appearance Manifolds for Modeling Time-Variant Appearance of Materials
Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
ISBN: 1-59593-364-6
Surface detail rendering using leap textures
Xin Wang, Xin Tong, Stephen Lin, Baining Guo
March 2006
US Patent 7586494 B2
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Separating reflections in human iris images for illumination estimation
Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang
International Conference on Computer Vision | October 2005
Precomputed Shadow Fields for Dynamic Scenes
Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
August 2005
Modeling and Rendering of Quasi-Homogeneous Materials
Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
Multiresolution Reflectance Filtering
Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
Representing quasi-homogenous materials
Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
June 2005
US Patent 7312797 B2
Color filter array demosaicking with local color distribution linearity
Yuanjie Zheng, Stephen Lin, Jie Yang
Optical Engineering | May 2005, Vol 44(5)
Light field morphing using 2D features
Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
Determining the radiometric response function from a single grayscale image
Stephen Lin, L. Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2005
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Real-time environment map interpolation
Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
International Conference on Image and Graphics (ICIG) | December 2004
Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
November 2004
US Patent 7286135 B2
System and method for generating generalized displacement maps from mesostructure geometries
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
November 2004
US Patent 7310101 B2
Face alignment using intrinsic information
Yuchi Huang, Stephen Lin, Hanging Lu, Heung-Yeung Shum
International Conference on Image Processing (ICIP) | October 2004
Generic slow-motion replay detection in sports video
Lei Wang, Xu Liu, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
International Conference on Image Processing (ICIP) | October 2004
Lighting and Shadow Interpolation Using Intrinsic Lumigraphs
Yasuyuki Matsushita, Stephen Lin, Heung-Yeung Shum, Xin Tong, Sing Bing Kang
International Journal of Image and Graphics (IJIG) | October 2004, Vol 4(4): pp. 585-604
Shell Texture Functions
Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
Radiometric calibration from a single image
Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum
Computer Vision and Pattern Recognition (CVPR) | June 2004
Generalized Displacement Maps
Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
Eurographics Symposium on Rendering (EGSR) | June 2004
Face alignment under variable illumination
Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum
International Conference on Automatic Face and Gesture Recognition (FG) | May 2004
Automatic extraction of semantic colors in sports video
Lei Wang, Boyi Zeng, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2004
Estimating intrinsic images from image sequences with biased illumination
Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum
European Conference on Computer Vision (ECCV) | April 2004
Illumination-Constrained Inpainting for Single Image Highlight Removal
Ping Tan, Jie Yang, Bei Lei, Stephen Lin, Heung-Yeung Shum
Journal of Software | January 2004
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Highlight removal by illumination-constrained inpainting
Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum
International Conference on Computer Vision (ICCV) | October 2003
Multiple-cue illumination estimation in textured scenes
Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum
International Conference on Computer Vision (ICCV) | October 2003
View-Dependent Displacement Mapping
Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
Realistic Rendering and Animation of Knitwear
Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
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System and Method for Real Time Lip Synchronization
Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
December 2002
US Patent 7,133,535
Variational Specular Separation Using Color and Polarization
Dae-Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum
IAPR Workshop on Machine Vision Applications | December 2002
Single-image reflectance estimation for relighting by iterative soft grouping
Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
Pacific Conference on Computer Graphics and Applications (PG) | October 2002
Real-time Lip Synchronization Based on Hidden Markov Models
Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
Asian Conference on Computer Vision (ACCV) | October 2002
Multibaseline stereo in the presence of specular reflections
Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum
International Conference on Pattern Recognition (ICPR) | August 2002
Diffuse-Specular Separation and Depth Recovery from Image Sequences
Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum
European Conference on Computer Vision (ECCV) | May 2002
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Macrostructure modeling with microstructure reflectance slices
Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
August 2001
US Patent 6961058 B2
Photorealistic rendering of knitwear using the lumislice
Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
Separation of diffuse and specular reflection in color images
Computer Vision and Pattern Recognition (CVPR) | December 2001
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An appearance representation for multiple reflection components
Stephen Lin, Sang W. Lee
Computer Vision and Pattern Recognition (CVPR) | June 2000
Photometric modeling of specular and diffuse appearance
May 2000
ISBN: 0-599-83261-4
Doctoral Dissertation
-
A representation of specular appearance
Stephen Lin, Sang W. Lee
International Conference on Computer Vision (ICCV) | September 1999
Estimation of diffuse and specular appearance
Stephen Lin, Sang W. Lee
International Conference on Computer Vision (ICCV) | September 1999
Generation of diffuse and specular appearance from photometric images
IEEE Workshop on Photometric Modeling for Computer Vision and Graphics | June 1999
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Using chromaticity distributions and eigenspace analysis for pose-, illumination-, and specularity-invariant recognition of 3D objects
Stephen Lin, Sang W. Lee
Computer Vision and Pattern Recognition (CVPR) | June 1997
Detection of Specularity Using Stereo in Color and Polarization Space
Stephen Lin, Sang W. Lee
Computer Vision and Image Understanding (CVIU) | February 1997, Vol 65(2): pp. 336-346
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Detection of specularity using stereo in color and polarization space
Stephen Lin, Sang W. Lee
International Conference on Pattern Recognition (ICPR) | August 1996
Publications by Research Area
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NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
Transactions on Machine Learning Research | July 2024
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels.
Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
IEEE Transactions on Neural Networks and Learning Systems | May 2024
Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence
Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2024
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
CVPR 2021 | June 2021
Cross-Iteration Batch Normalization
Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
CVPR 2021 | June 2021
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
International Conference on Learning Representations (ICLR) | April 2020
Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
Renjiao Yi, Ping Tan, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2020
RepPoints: Point Set Representation for Object Detection
Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
International Conference on Computer Vision (ICCV) | October 2019
DPSNet: End-to-end deep plane sweep stereo
Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
International Conference on Learning Representations (ICLR) | May 2019
Recurrent transformer networks for semantic correspondence
Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
Advances in Neural Information Processing Systems (NeurIPS) | December 2018
Discrete-continuous transformation matching for dense semantic correspondence
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
Faces as lighting probes via unsupervised deep highlight extraction
Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2018
Exposure: A White-Box Photo Post-Processing Framework
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
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An appearance representation for multiple reflection components
Stephen Lin, Sang W. Lee
Computer Vision and Pattern Recognition (CVPR) | June 2000
Photometric modeling of specular and diffuse appearance
May 2000
ISBN: 0-599-83261-4
Doctoral Dissertation
A representation of specular appearance
Stephen Lin, Sang W. Lee
International Conference on Computer Vision (ICCV) | September 1999
Estimation of diffuse and specular appearance
Stephen Lin, Sang W. Lee
International Conference on Computer Vision (ICCV) | September 1999
Generation of diffuse and specular appearance from photometric images
IEEE Workshop on Photometric Modeling for Computer Vision and Graphics | June 1999
Using chromaticity distributions and eigenspace analysis for pose-, illumination-, and specularity-invariant recognition of 3D objects
Stephen Lin, Sang W. Lee
Computer Vision and Pattern Recognition (CVPR) | June 1997
Detection of Specularity Using Stereo in Color and Polarization Space
Stephen Lin, Sang W. Lee
Computer Vision and Image Understanding (CVIU) | February 1997, Vol 65(2): pp. 336-346
Detection of specularity using stereo in color and polarization space
Stephen Lin, Sang W. Lee
International Conference on Pattern Recognition (ICPR) | August 1996
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels.
Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
IEEE Transactions on Neural Networks and Learning Systems | May 2024
You Only Need Less Attention Each Stage in Vision Transformers
Shuoxi Zhang, Hanpeng Liu, Stephen Lin, Kun He
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024
Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence
Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2024
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
International Conference on Computer Vision (ICCV) | October 2023
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
Could Giant Pre-trained Image Models Extract Universal Representations?
Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao
Advances in Neural Information Processing Systems (NeurIPS) | December 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim
European Conference on Computer Vision (ECCV) | October 2022
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
European Conference on Computer Vision (ECCV) | October 2022
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
2022 Computer Vision and Pattern Recognition | April 2022
Video Swin Transformer
Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu
CVPR 2022 | April 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
Bootstrap Your Object Detector via Mixed Training
Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai
NeurIPS 2021 | December 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
NeurIPS 2021 | December 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
NeurIPS 2021 | December 2021
Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
ICCV 2021 | October 2021
Marr Prize – Best Paper Prize
ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
IEEE Transactions on Image Proccessing (TIP) | September 2021, Vol 30: pp. 9150-9163
Neural Articulated Radiance Field
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
ICCV 2021 | September 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
CVPR 2021 | June 2021
Cross-Iteration Batch Normalization
Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
CVPR 2021 | June 2021
Instance Localization for Self-supervised Detection Pretraining
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
CVPR 2021 | June 2021
What Makes Instance Discrimination Good for Transfer Learning
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2021
Distilling Localization for Contrastive Representation Learning
Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
Global Context Networks
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) | December 2020
RepPoints v2: Verification Meets Regression for Object Detection
Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu
Neural Information Processing Systems (NeurIPS) | December 2020
Disentangled Non-Local Neural Networks
Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu
European Conference on Computer Vision (ECCV) | August 2020
Dense RepPoints: Representing Visual Objects with Dense Point Sets
Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu
European Conference on Computer Vision (ECCV) | August 2020
Object-based Illumination Estimation with Rendering-aware Neural Networks
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong
European Conference on Computer Vision (ECCV) | August 2020
Detecting Human-Object Interactions with Action Co-occurrence Priors
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
European Conference on Computer Vision (ECCV) | August 2020
Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
SRNet: Improving Generality in 3D Human Pose Estimation with a Split-and-Recombine Approach
Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
A Transductive Approach for Video Object Segmentation
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2020
Single Image Reflection Removal through Cascaded Refinement
Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft
Computer Vision and Pattern Recognition (CVPR) | June 2020
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
International Conference on Learning Representations (ICLR) | April 2020
Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
Renjiao Yi, Ping Tan, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2020
Dense Cross-Modal Correspondence Estimation with the Deep Self-Correlation Descriptor
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2020
Learning Residual Flow as Dynamic Motion from Stereo Videos
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
Intelligent Robots and Systems (IROS) | November 2019
Makeup Removal via Bidirectional Tunable De-Makeup Network
Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
IEEE Transactions on Multimedia | November 2019, Vol 21(11)
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
Xiao Sun, Chuankang Li, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
International Conference on Computer Vision Workshops | October 2019
Deep Depth from Uncalibrated Small Motion Clip
Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon
IEEE Transactions on Pattern Recognition and Machine Intelligence | October 2019
An Empirical Study of Spatial Attention Mechanisms in Deep Networks
Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai
International Conference on Computer Vision (ICCV) | October 2019
RepPoints: Point Set Representation for Object Detection
Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
International Conference on Computer Vision (ICCV) | October 2019
Visuomotor Understanding for Representation Learning of Driving Scenes
Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon
British Machine Vision Conference (BMVC) | September 2019
A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
Local Relation Networks for Image Recognition
Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2019
Deformable ConvNets v2: More Deformable, Better Results
Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai
Computer Vision and Pattern Recognition (CVPR) | June 2019
DPSNet: End-to-end deep plane sweep stereo
Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
International Conference on Learning Representations (ICLR) | May 2019
Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
Recurrent transformer networks for semantic correspondence
Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
Advances in Neural Information Processing Systems (NeurIPS) | December 2018
Discrete-continuous transformation matching for dense semantic correspondence
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
Faces as lighting probes via unsupervised deep highlight extraction
Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2018
Exposure: A White-Box Photo Post-Processing Framework
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
A high-quality denoising dataset for smartphone cameras
Abdelrahman Abdelhamed, Stephen Lin, Michael S Brown
Computer Vision and Pattern Recognition (CVPR) | June 2018
Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
Face inpainting based on high-level facial attributes
Mahdi Jampour, Chen Li, Lap-Fai Yu, Kun Zhou, Stephen Lin, Horst Bischof
Computer Vision and Image Understanding | August 2017, Vol 161: pp. 29-41
Specular Highlight Removal in Facial Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
Computer Vision and Pattern Recognition (CVPR) | July 2017
Radiometric Calibration from Faces in Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
Computer Vision and Pattern Recognition (CVPR) | July 2017
FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling
Yuanming Hu, Baoyuan Wang, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | July 2017
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence
Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
Computer Vision and Pattern Recognition (CVPR) | July 2017
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
International Conference on Computer Vision (ICCV) | July 2017
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
IEEE Transactions on Medical Imaging (TMI) | May 2017, Vol 36(9): pp. 1930-1938
Object-Based Multiple Foreground Segmentation in RGBD Video
Huazhu Fu, Dong Xu, Stephen Lin
IEEE Transactions on Image Processing | January 2017, Vol 26(3): pp. 1418-1427
High resolution multispectral image capture
Stephen Lin, Xin Tong, Xun Cao
December 2016
US Patent 20170094233 A1
DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2016
Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
European Conference on Computer Vision (ECCV) | September 2016
Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2016
Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world
Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
IEEE Signal Processing Magazine (SPM) | September 2016, Vol 33(5): pp. 95-108
Image Deblurring Using Smartphone Inertial Sensors
Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang
Computer Vision and Pattern Recognition (CVPR) | August 2016
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
IEEE Transactions on Image Processing (TIP) | February 2016
Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability
Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin
International Conference on Computer Vision (ICCV) | December 2015
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
Xinting Gao, Stephen Lin, Tien Yin Wong
IEEE Transactions on Biomedical Engineering (TBME) | November 2015, Vol 62(11): pp. 2693-2701
Object-based Multiple Foreground Video Co-segmentation via Multi-State Selection Graph
Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab Kreidieh Ward
IEEE Transactions on Image Processing | November 2015, Vol 24(11): pp. 3415-3424
Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
Wangjiang Zhu, Baoyuan Wang, Stephen Lin
Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
Continuous Symmetric Stereo with Adaptive Outlier Handling
Chen Li, Lap-Fai Yu, Zhichao Lu, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
International Conference on 3D Vision (3DV) | October 2015
Image based relighting using neural networks
Peiran Ren, Yue Dong, Stephen Lin, Xin Tong, Baining Guo
ACM Transactions on Graphics (TOG) | August 2015, Vol 34(4)
Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
Chen Li, Kun Zhou, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2015
Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
HyeokHyen Kown, Yu-Wing Tai, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2015
Object-based RGBD image co-segmentation with mutex constraint
Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
Computer Vision and Pattern Recognition (CVPR) | June 2015
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction
Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
IEEE Transactions on Biomedical Engineering (TBME) | April 2015, Vol 62(4): pp. 1151-1158
Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning
Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
IEEE Transactions on Cybernetics (TCYB) | March 2015, Vol 45(3): pp. 381-390
Change-Based Image Cropping with Exclusion and Compositional Features
Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
International Journal of Computer Vision (IJCV) | February 2015
A Visual Evaluation Framework for In-Home Physical Evaluation
Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
International Symposium on Multimedia (ISM) | December 2014
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
Xinting Gao, Stephen Lin, Tien Yin Wong
Asian Conference on Computer Vision (ACCV) | November 2014
Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System
Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images
Heesoo Myeong, Stephen Lin, Kyoung Mu Lee
European Conference on Computer Vision (ECCV) | September 2014
Intrinsic Face Image Decomposition with Human Face Priors
Chen Li, Kun Zhou, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2014
Object-based Multiple Foreground Video Co-segmentation
Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2014
A Learning-to-Rank Approach for Image Color Enhancement
Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
Computer Vision and Pattern Recognition (CVPR) | June 2014
Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation
Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | April 2014
Material Appearance Modeling: A Data-Coherent Approach
Yue Dong, Stephen Lin, Baining Guo
Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
ISBN: 978-3-642-35776-3
Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Y. Cheung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | July 2013
Global illumination with radiance regression functions
Peiran Ren, Jiaping wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
Shading-Based Shape Refinement of RGB-D Images
Lap-Fai Yu, Sai-Kit Yeung, Yu-Wing Tai, Stephen Lin
2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2013
Learning the Change for Automatic Image Cropping
J. Yan, X. Tang, Stephen Lin, Sing Bing Kang
IEEE Conference on Computer Vision and Pattern Recognition | June 2013
Enhanced Photometric Stereo with Multispectral Images
Tsuyoshi Takatani, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi
May 2013
Interactive SVBRDF Modeling from a Single Image
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Modeling Subsurface Light Transport with the Kernel Nyström Method
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Surface Reflectance Overview
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Overview of Material Fabrication
Yue Dong, Stephen Lin, Baining Guo
Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
Overview of Subsurface Light Transport
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuku Matsushita, Kun Zhou, Stephen Lin
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | April 2013
Semantically-Based Human Scanpath Estimation with HMMs
Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin
The IEEE International Conference on Computer Vision (ICCV), 2013 | April 2013
Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening
Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2013
Efficient SVBRDF Acquisition with Manifold Bootstrapping
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
Image-based clothes animation for virtual fitting
Zhenglong Zhou, Bo Shu, Zhaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin
SA '12 SIGGRAPH Asia 2012 Technical Briefs | December 2012
Removal of dust artifacts in focal stack image sequences
Chen Li, Kun Zhou, Stephen Lin
2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | November 2012
Estimation of Intrinsic Image Sequences from Image+Depth Video
Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
ISBN: 978-3-642-33782-6
Modeling and rendering of heterogeneous translucent materials using the diffusion equation
Jiaping Wang, Stephen Lin, Baining Guo
August 2012
US Patent 8243071 B2
Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification
Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
European Conference on Computer Vision 2012 | August 2012
Rendering global light transport in real-time using machine learning
Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
June 2012
US Patent 9684996 B2
Motion-aware noise filtering for deblurring of noisy and blurry images
Yu-Wing Tai, Stephen Lin
2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2012
TransCut: Interactive Rendering of Translucent Cutouts
Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors
Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Y. Cheung, Tin Aung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2012
Fully Convolutional Color Constancy with Confidence-weighted Pooling
Yuanming Hu, Baoyuan Wang, Stephen Lin
April 2012
A Closed-Form Solution to Retinex with Nonlocal Texture Constraints
Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2012, Vol 34(7): pp. 1437-1444
A New In-Camera Imaging Model for Color Computer Vision and Its Application
Seon Joo Kim, Hai Ting Lin, Zheng Lu, Sabine Strunk, Stephen Lin, Michael S. Brown
IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2012, Vol 34(12): pp. 2289-2302
Semantic colorization with internet images
Alex Yong-Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Teung Cho, Ping Tan, Stephen Lin
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011
A Prism-Mask System for Multispectral Video Acquisition
Xun Cao, Hao Du, Xin Tong, Qionghai Dai, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2011, Vol 33(12): pp. 2423-2435
Detection of Sudden Pedestrian Crossings for Driving Assistance Systems
Yanwu Xu, Dong Xu, Stephen Lin, Tony X. Han, Xiambin Cao, Xuelong Li
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | November 2011, Vol 42(3): pp. 729-739
Real-time rendering of light-scattering media
Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
US Patent 8009168 B2 | August 2011
Line space gathering for single scattering in large scenes
Sun Xin, Stephen Lin, Baining Guo
April 2011
US Patent 8922556 B2
Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis
Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Y. Cheung, Tin Aung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2011
Interactive relighting with dynamic reflectance
Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
February 2011
US Patent 7884820 B2
Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring
Changyin Zhou, Stephen Lin, Shree K. Nayar
International Journal of Computer Vision | December 2010, Vol 93(1): pp. 53-72
Coded exposure imaging for projective motion deblurring
Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin
2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Line space gathering for single scattering in large scenes
Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
Single-image optical center estimation from vignetting and tangential gradient symmetry
Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin
2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Message from the Guest Editors-In-Chief
Toshikazu Wada, Fay Huang, Stephen Lin
IPSJ Transactions on Computer Vision and Applications | March 2010, Vol 2: pp. 15
A Prism-based System for Multispectral Video Acquisition
Hao Du, Xin Tong, Xun Guo, Stephen Lin
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
ISBN: 978-1-4244-4420-5
Coded aperture pairs for depth from defocus
Changyin Zhou, Stephen Lin, Shree Nayar
2009 IEEE 12th International Conference on Computer Vision | September 2009
Correction of spatially varying image and video motion blur using a hybrid camera
Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2009, Vol 32(6): pp. 1012-1028
Detail Recovery for Single-image Defocus Blur
Yu-Wing Tai, Huixuan Tang, Michael S. Brown, Stephen Lin
Special Issue on MIRU2008 Invited Paper | March 2009
Enhancing Bilinear Subspace Learning by Element Rearrangement
Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2009, Vol 31(10): pp. 1913-1920
Advances in Image and Video Technology: Third Pacific Rim Symposium
Toshikazu Wada, Fay Huang, Stephen Lin
PSIVT 2009, Tokyo, Japan, | January 2009
Intrinsic colorization
Xiaopei Liu, Liang Wan, Yinqqe Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng
ACM SIGGRAPH Asia 2008 | December 2008
Rendering in scattering media
Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
October 2008
US Patent 20100085360 A1
Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
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Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang
IEEE Transactions on Circuits and Systems for Video Technology | September 2008, Vol 18(12): pp. 1753-1759
Intrinsic image decomposition with non-local texture cues
Li Shen, Ping Tan, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
Single-image vignetting correction using radial gradient symmetry
Yuanjie Zheng, Jingyi Yu, Stephen Lin, Sing Bing Kang, Chandra Khambamettu
IEEE Conference on Computer Vision and Pattern Recognition | June 2008
Subpixel Photometric Stereo
Ping Tan, Stephen Lin, Long Quan
IEEE Transactions on Pattern Analysis and Machine Intelligence | June 2008, Vol 30(8)
Supplementary Material: Radiometric Calibration from Faces in Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
June 2008
Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis
Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang
IEEE Transactions on Circuits and Systems for Video Technology | January 2008, Vol 18(1): pp. 36-47
Filtering and Rendering of Resolution-Dependent Reflectance Models
Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
Rank-One Projections With Adaptive Margins for Face Recognition
Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | September 2007, Vol 37(5): pp. 1226-1236
A Probabilistic Intensity Similarity Measure based on Noise Distributions
Yasuyuki Matsushita, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition CVPR '07 | July 2007
Interactive relighting with dynamic BRDFs
Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
Element Rearrangement for Tensor-Based Subspace Learning
Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07. | June 2007
Removal of Image Artifacts Due to Sensor Dust
Changyin Zhou, Stephen Lin
June 2007
Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) | May 2007, Vol 27
Real-time texture rendering using generalized displacement maps
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
US Patent 7184052 B2 | February 2007
Radiometric Calibration from Noise Distributions
Yasuyuki Matsushita, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2007
Spherical Harmonics Scaling
Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
December 2006, Vol 22(9-11): pp. 713-720
US Patent 7,663,623 B2
Separation of Highlight Reflections on Textured Surfaces
Ping Tan, Long Quan, Stephen Lin
2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition | October 2006
Resolution-Enhanced Photometric Stereo
Ping Tan, Stephen Lin, Long Quan
European Conference on Computer Vision ECCV 2006 | October 2006
Appearance Manifolds for Modeling Time-Variant Appearance of Materials
Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
ISBN: 1-59593-364-6
Surface detail rendering using leap textures
Xin Wang, Xin Tong, Stephen Lin, Baining Guo
March 2006
US Patent 7586494 B2
Separating reflections in human iris images for illumination estimation
Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang
International Conference on Computer Vision | October 2005
Modeling and Rendering of Quasi-Homogeneous Materials
Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
Multiresolution Reflectance Filtering
Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
Representing quasi-homogenous materials
Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
June 2005
US Patent 7312797 B2
Color filter array demosaicking with local color distribution linearity
Yuanjie Zheng, Stephen Lin, Jie Yang
Optical Engineering | May 2005, Vol 44(5)
Light field morphing using 2D features
Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
Face alignment using intrinsic information
Yuchi Huang, Stephen Lin, Hanging Lu, Heung-Yeung Shum
International Conference on Image Processing (ICIP) | October 2004
Generic slow-motion replay detection in sports video
Lei Wang, Xu Liu, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
International Conference on Image Processing (ICIP) | October 2004
Radiometric calibration from a single image
Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum
Computer Vision and Pattern Recognition (CVPR) | June 2004
Face alignment under variable illumination
Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum
International Conference on Automatic Face and Gesture Recognition (FG) | May 2004
Automatic extraction of semantic colors in sports video
Lei Wang, Boyi Zeng, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2004
Estimating intrinsic images from image sequences with biased illumination
Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum
European Conference on Computer Vision (ECCV) | April 2004
Illumination-Constrained Inpainting for Single Image Highlight Removal
Ping Tan, Jie Yang, Bei Lei, Stephen Lin, Heung-Yeung Shum
Journal of Software | January 2004
Multiple-cue illumination estimation in textured scenes
Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum
International Conference on Computer Vision (ICCV) | October 2003
Highlight removal by illumination-constrained inpainting
Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum
International Conference on Computer Vision (ICCV) | October 2003
System and Method for Real Time Lip Synchronization
Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
December 2002
US Patent 7,133,535
Variational Specular Separation Using Color and Polarization
Dae-Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum
IAPR Workshop on Machine Vision Applications | December 2002
Single-image reflectance estimation for relighting by iterative soft grouping
Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
Pacific Conference on Computer Graphics and Applications (PG) | October 2002
Real-time Lip Synchronization Based on Hidden Markov Models
Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
Asian Conference on Computer Vision (ACCV) | October 2002
Multibaseline stereo in the presence of specular reflections
Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum
International Conference on Pattern Recognition (ICPR) | August 2002
Diffuse-Specular Separation and Depth Recovery from Image Sequences
Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum
European Conference on Computer Vision (ECCV) | May 2002
Separation of diffuse and specular reflection in color images
Computer Vision and Pattern Recognition (CVPR) | December 2001
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Macrostructure modeling with microstructure reflectance slices
Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
August 2001
US Patent 6961058 B2
Photorealistic rendering of knitwear using the lumislice
Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
Object-based Illumination Estimation with Rendering-aware Neural Networks
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong
European Conference on Computer Vision (ECCV) | August 2020
Makeup Removal via Bidirectional Tunable De-Makeup Network
Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
IEEE Transactions on Multimedia | November 2019, Vol 21(11)
Exposure: A White-Box Photo Post-Processing Framework
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
Estimation of Intrinsic Image Sequences from Image+Depth Video
Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
ISBN: 978-3-642-33782-6
Diffusion Curve Textures for Resolution Independent Texture Mapping
Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
Single-Image Vignetting Correction
Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
A Prism-based System for Multispectral Video Acquisition
Hao Du, Xin Tong, Xun Guo, Stephen Lin
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
ISBN: 978-1-4244-4420-5
Real-Time Smoke Rendering Using Compensated Ray Marching
Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
MSR-TR-2007-142 | September 2007
Precomputed Shadow Fields for Dynamic Scenes
Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
August 2005
Modeling and Rendering of Quasi-Homogeneous Materials
Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
Real-time environment map interpolation
Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
International Conference on Image and Graphics (ICIG) | December 2004
Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
November 2004
US Patent 7286135 B2
System and method for generating generalized displacement maps from mesostructure geometries
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
November 2004
US Patent 7310101 B2
Lighting and Shadow Interpolation Using Intrinsic Lumigraphs
Yasuyuki Matsushita, Stephen Lin, Heung-Yeung Shum, Xin Tong, Sing Bing Kang
International Journal of Image and Graphics (IJIG) | October 2004, Vol 4(4): pp. 585-604
Shell Texture Functions
Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
Generalized Displacement Maps
Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
Eurographics Symposium on Rendering (EGSR) | June 2004
View-Dependent Displacement Mapping
Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
Realistic Rendering and Animation of Knitwear
Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
Single-image reflectance estimation for relighting by iterative soft grouping
Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
Pacific Conference on Computer Graphics and Applications (PG) | October 2002
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A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
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Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System
Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
3D shape regression for real-time facial animation
Chen Cao, Yanlin Weng, Stephen Lin, Kun Zhou
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
Fabricating Spatially-Varying Subsurface Scattering
Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
ISBN: 978-3-642-35776-3
Diffusion Curve Textures for Resolution Independent Texture Mapping
Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
Super resolution using edge prior and single image detail synthesis
Yu-Wing Tao, Shuaicheng Liu, Michael S. Brown, Stephen Lin
2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Single-Image Vignetting Correction
Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
Coded aperture pairs for depth from defocus
Changyin Zhou, Stephen Lin, Shree Nayar
2009 IEEE 12th International Conference on Computer Vision | September 2009
Image/video deblurring using a hybrid camera
Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
Discriminant Locally Linear Embedding With High-Order Tensor Data
Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | March 2008, Vol 38(2)
Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval
Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-jiang Zhang
IEEE Transactions on Image Processing | October 2007, Vol 16(11)
Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) | May 2007, Vol 27
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-jiang Zhang, Qiang Yang, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | November 2006, Vol 29(1): pp. 40-51
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Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
Wangjiang Zhu, Baoyuan Wang, Stephen Lin
Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
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Fabricating Spatially-Varying Subsurface Scattering
Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
ISBN: 978-3-642-35776-3
Determining the radiometric response function from a single grayscale image
Stephen Lin, L. Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2005
Publications by Type
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Detection of Specularity Using Stereo in Color and Polarization Space
Stephen Lin, Sang W. Lee
Computer Vision and Image Understanding (CVIU) | February 1997, Vol 65(2): pp. 336-346
NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
Transactions on Machine Learning Research | July 2024
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels.
Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
IEEE Transactions on Neural Networks and Learning Systems | May 2024
Extreme Masking for Learning Instance and Distributed Visual Representations
Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
Transactions on Machine Learning Research | March 2023
ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
IEEE Transactions on Image Proccessing (TIP) | September 2021, Vol 30: pp. 9150-9163
Global Context Networks
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) | December 2020
Dense Cross-Modal Correspondence Estimation with the Deep Self-Correlation Descriptor
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2020
Makeup Removal via Bidirectional Tunable De-Makeup Network
Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
IEEE Transactions on Multimedia | November 2019, Vol 21(11)
Deep Depth from Uncalibrated Small Motion Clip
Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon
IEEE Transactions on Pattern Recognition and Machine Intelligence | October 2019
A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
Discrete-continuous transformation matching for dense semantic correspondence
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
Exposure: A White-Box Photo Post-Processing Framework
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
Face inpainting based on high-level facial attributes
Mahdi Jampour, Chen Li, Lap-Fai Yu, Kun Zhou, Stephen Lin, Horst Bischof
Computer Vision and Image Understanding | August 2017, Vol 161: pp. 29-41
Specular Highlight Removal in Facial Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
Computer Vision and Pattern Recognition (CVPR) | July 2017
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
IEEE Transactions on Medical Imaging (TMI) | May 2017, Vol 36(9): pp. 1930-1938
Object-Based Multiple Foreground Segmentation in RGBD Video
Huazhu Fu, Dong Xu, Stephen Lin
IEEE Transactions on Image Processing | January 2017, Vol 26(3): pp. 1418-1427
Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world
Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
IEEE Signal Processing Magazine (SPM) | September 2016, Vol 33(5): pp. 95-108
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
IEEE Transactions on Image Processing (TIP) | February 2016
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
Xinting Gao, Stephen Lin, Tien Yin Wong
IEEE Transactions on Biomedical Engineering (TBME) | November 2015, Vol 62(11): pp. 2693-2701
Object-based Multiple Foreground Video Co-segmentation via Multi-State Selection Graph
Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab Kreidieh Ward
IEEE Transactions on Image Processing | November 2015, Vol 24(11): pp. 3415-3424
Image based relighting using neural networks
Peiran Ren, Yue Dong, Stephen Lin, Xin Tong, Baining Guo
ACM Transactions on Graphics (TOG) | August 2015, Vol 34(4)
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction
Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
IEEE Transactions on Biomedical Engineering (TBME) | April 2015, Vol 62(4): pp. 1151-1158
Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning
Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
IEEE Transactions on Cybernetics (TCYB) | March 2015, Vol 45(3): pp. 381-390
Change-Based Image Cropping with Exclusion and Compositional Features
Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
International Journal of Computer Vision (IJCV) | February 2015
Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System
Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
3D shape regression for real-time facial animation
Chen Cao, Yanlin Weng, Stephen Lin, Kun Zhou
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
Global illumination with radiance regression functions
Peiran Ren, Jiaping wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
Overview of Material Fabrication
Yue Dong, Stephen Lin, Baining Guo
Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
Overview of Subsurface Light Transport
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
Efficient SVBRDF Acquisition with Manifold Bootstrapping
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
Diffusion Curve Textures for Resolution Independent Texture Mapping
Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
TransCut: Interactive Rendering of Translucent Cutouts
Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
A Closed-Form Solution to Retinex with Nonlocal Texture Constraints
Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2012, Vol 34(7): pp. 1437-1444
A New In-Camera Imaging Model for Color Computer Vision and Its Application
Seon Joo Kim, Hai Ting Lin, Zheng Lu, Sabine Strunk, Stephen Lin, Michael S. Brown
IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2012, Vol 34(12): pp. 2289-2302
A Prism-Mask System for Multispectral Video Acquisition
Xun Cao, Hao Du, Xin Tong, Qionghai Dai, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2011, Vol 33(12): pp. 2423-2435
Detection of Sudden Pedestrian Crossings for Driving Assistance Systems
Yanwu Xu, Dong Xu, Stephen Lin, Tony X. Han, Xiambin Cao, Xuelong Li
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | November 2011, Vol 42(3): pp. 729-739
Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring
Changyin Zhou, Stephen Lin, Shree K. Nayar
International Journal of Computer Vision | December 2010, Vol 93(1): pp. 53-72
Line space gathering for single scattering in large scenes
Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
Message from the Guest Editors-In-Chief
Toshikazu Wada, Fay Huang, Stephen Lin
IPSJ Transactions on Computer Vision and Applications | March 2010, Vol 2: pp. 15
Single-Image Vignetting Correction
Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
Correction of spatially varying image and video motion blur using a hybrid camera
Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2009, Vol 32(6): pp. 1012-1028
Enhancing Bilinear Subspace Learning by Element Rearrangement
Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2009, Vol 31(10): pp. 1913-1920
Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
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Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang
IEEE Transactions on Circuits and Systems for Video Technology | September 2008, Vol 18(12): pp. 1753-1759
Subpixel Photometric Stereo
Ping Tan, Stephen Lin, Long Quan
IEEE Transactions on Pattern Analysis and Machine Intelligence | June 2008, Vol 30(8)
Discriminant Locally Linear Embedding With High-Order Tensor Data
Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | March 2008, Vol 38(2)
Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis
Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang
IEEE Transactions on Circuits and Systems for Video Technology | January 2008, Vol 18(1): pp. 36-47
Filtering and Rendering of Resolution-Dependent Reflectance Models
Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval
Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-jiang Zhang
IEEE Transactions on Image Processing | October 2007, Vol 16(11)
Rank-One Projections With Adaptive Margins for Face Recognition
Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | September 2007, Vol 37(5): pp. 1226-1236
Interactive relighting with dynamic BRDFs
Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) | May 2007, Vol 27
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-jiang Zhang, Qiang Yang, Stephen Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence | November 2006, Vol 29(1): pp. 40-51
Appearance Manifolds for Modeling Time-Variant Appearance of Materials
Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
ISBN: 1-59593-364-6
Modeling and Rendering of Quasi-Homogeneous Materials
Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
Color filter array demosaicking with local color distribution linearity
Yuanjie Zheng, Stephen Lin, Jie Yang
Optical Engineering | May 2005, Vol 44(5)
Light field morphing using 2D features
Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
Lighting and Shadow Interpolation Using Intrinsic Lumigraphs
Yasuyuki Matsushita, Stephen Lin, Heung-Yeung Shum, Xin Tong, Sing Bing Kang
International Journal of Image and Graphics (IJIG) | October 2004, Vol 4(4): pp. 585-604
Shell Texture Functions
Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
Illumination-Constrained Inpainting for Single Image Highlight Removal
Ping Tan, Jie Yang, Bei Lei, Stephen Lin, Heung-Yeung Shum
Journal of Software | January 2004
View-Dependent Displacement Mapping
Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
Realistic Rendering and Animation of Knitwear
Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
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Photorealistic rendering of knitwear using the lumislice
Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
An appearance representation for multiple reflection components
Stephen Lin, Sang W. Lee
Computer Vision and Pattern Recognition (CVPR) | June 2000
A representation of specular appearance
Stephen Lin, Sang W. Lee
International Conference on Computer Vision (ICCV) | September 1999
Estimation of diffuse and specular appearance
Stephen Lin, Sang W. Lee
International Conference on Computer Vision (ICCV) | September 1999
Generation of diffuse and specular appearance from photometric images
IEEE Workshop on Photometric Modeling for Computer Vision and Graphics | June 1999
Using chromaticity distributions and eigenspace analysis for pose-, illumination-, and specularity-invariant recognition of 3D objects
Stephen Lin, Sang W. Lee
Computer Vision and Pattern Recognition (CVPR) | June 1997
Detection of specularity using stereo in color and polarization space
Stephen Lin, Sang W. Lee
International Conference on Pattern Recognition (ICPR) | August 1996
You Only Need Less Attention Each Stage in Vision Transformers
Shuoxi Zhang, Hanpeng Liu, Stephen Lin, Kun He
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024
Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence
Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2024
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
International Conference on Computer Vision (ICCV) | October 2023
Could Giant Pre-trained Image Models Extract Universal Representations?
Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao
Advances in Neural Information Processing Systems (NeurIPS) | December 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
European Conference on Computer Vision (ECCV) | October 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim
European Conference on Computer Vision (ECCV) | October 2022
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
European Conference on Computer Vision (ECCV) | October 2022
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
2022 Computer Vision and Pattern Recognition | April 2022
Video Swin Transformer
Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu
CVPR 2022 | April 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
2022 Computer Vision and Pattern Recognition | March 2022
Bootstrap Your Object Detector via Mixed Training
Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai
NeurIPS 2021 | December 2021
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
NeurIPS 2021 | December 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
NeurIPS 2021 | December 2021
Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
ICCV 2021 | October 2021
Marr Prize – Best Paper Prize
Neural Articulated Radiance Field
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
ICCV 2021 | September 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
CVPR 2021 | June 2021
Cross-Iteration Batch Normalization
Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
CVPR 2021 | June 2021
Instance Localization for Self-supervised Detection Pretraining
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
CVPR 2021 | June 2021
What Makes Instance Discrimination Good for Transfer Learning
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
International Conference on Learning Representations (ICLR) | May 2021
Distilling Localization for Contrastive Representation Learning
Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
AAAI Conference on Artificial Intelligence (AAAI) | February 2021
RepPoints v2: Verification Meets Regression for Object Detection
Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu
Neural Information Processing Systems (NeurIPS) | December 2020
Disentangled Non-Local Neural Networks
Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu
European Conference on Computer Vision (ECCV) | August 2020
Dense RepPoints: Representing Visual Objects with Dense Point Sets
Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu
European Conference on Computer Vision (ECCV) | August 2020
Object-based Illumination Estimation with Rendering-aware Neural Networks
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong
European Conference on Computer Vision (ECCV) | August 2020
Detecting Human-Object Interactions with Action Co-occurrence Priors
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
European Conference on Computer Vision (ECCV) | August 2020
Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
SRNet: Improving Generality in 3D Human Pose Estimation with a Split-and-Recombine Approach
Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin
European Conference on Computer Vision (ECCV) | August 2020
A Transductive Approach for Video Object Segmentation
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2020
Single Image Reflection Removal through Cascaded Refinement
Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft
Computer Vision and Pattern Recognition (CVPR) | June 2020
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
International Conference on Learning Representations (ICLR) | April 2020
Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
Renjiao Yi, Ping Tan, Stephen Lin
AAAI Conference on Artificial Intelligence (AAAI) | February 2020
Learning Residual Flow as Dynamic Motion from Stereo Videos
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
Intelligent Robots and Systems (IROS) | November 2019
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
Xiao Sun, Chuankang Li, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
International Conference on Computer Vision Workshops | October 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
International Conference on Computer Vision Workshops | October 2019
An Empirical Study of Spatial Attention Mechanisms in Deep Networks
Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai
International Conference on Computer Vision (ICCV) | October 2019
RepPoints: Point Set Representation for Object Detection
Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
International Conference on Computer Vision (ICCV) | October 2019
Visuomotor Understanding for Representation Learning of Driving Scenes
Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon
British Machine Vision Conference (BMVC) | September 2019
Local Relation Networks for Image Recognition
Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2019
Deformable ConvNets v2: More Deformable, Better Results
Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai
Computer Vision and Pattern Recognition (CVPR) | June 2019
DPSNet: End-to-end deep plane sweep stereo
Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
International Conference on Learning Representations (ICLR) | May 2019
Recurrent transformer networks for semantic correspondence
Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
Advances in Neural Information Processing Systems (NeurIPS) | December 2018
Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
Faces as lighting probes via unsupervised deep highlight extraction
Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2018
A high-quality denoising dataset for smartphone cameras
Abdelrahman Abdelhamed, Stephen Lin, Michael S Brown
Computer Vision and Pattern Recognition (CVPR) | June 2018
Radiometric Calibration from Faces in Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
Computer Vision and Pattern Recognition (CVPR) | July 2017
FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling
Yuanming Hu, Baoyuan Wang, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | July 2017
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence
Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
Computer Vision and Pattern Recognition (CVPR) | July 2017
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
International Conference on Computer Vision (ICCV) | July 2017
DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2016
Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
European Conference on Computer Vision (ECCV) | September 2016
Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2016
Image Deblurring Using Smartphone Inertial Sensors
Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang
Computer Vision and Pattern Recognition (CVPR) | August 2016
Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability
Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin
International Conference on Computer Vision (ICCV) | December 2015
Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
Wangjiang Zhu, Baoyuan Wang, Stephen Lin
Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
Continuous Symmetric Stereo with Adaptive Outlier Handling
Chen Li, Lap-Fai Yu, Zhichao Lu, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
International Conference on 3D Vision (3DV) | October 2015
Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
Chen Li, Kun Zhou, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2015
Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
HyeokHyen Kown, Yu-Wing Tai, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2015
Object-based RGBD image co-segmentation with mutex constraint
Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
Computer Vision and Pattern Recognition (CVPR) | June 2015
A Visual Evaluation Framework for In-Home Physical Evaluation
Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
International Symposium on Multimedia (ISM) | December 2014
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
Xinting Gao, Stephen Lin, Tien Yin Wong
Asian Conference on Computer Vision (ACCV) | November 2014
Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images
Heesoo Myeong, Stephen Lin, Kyoung Mu Lee
European Conference on Computer Vision (ECCV) | September 2014
Intrinsic Face Image Decomposition with Human Face Priors
Chen Li, Kun Zhou, Stephen Lin
European Conference on Computer Vision (ECCV) | September 2014
Object-based Multiple Foreground Video Co-segmentation
Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin
Computer Vision and Pattern Recognition (CVPR) | June 2014
A Learning-to-Rank Approach for Image Color Enhancement
Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
Computer Vision and Pattern Recognition (CVPR) | June 2014
Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation
Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
Medical Image Computing and Computer Assisted Intervention (MICCAI) | April 2014
Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Y. Cheung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | July 2013
Shading-Based Shape Refinement of RGB-D Images
Lap-Fai Yu, Sai-Kit Yeung, Yu-Wing Tai, Stephen Lin
2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2013
Learning the Change for Automatic Image Cropping
J. Yan, X. Tang, Stephen Lin, Sing Bing Kang
IEEE Conference on Computer Vision and Pattern Recognition | June 2013
Enhanced Photometric Stereo with Multispectral Images
Tsuyoshi Takatani, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi
May 2013
Bayesian Depth-from-Defocus with Shading Constraints
Chen Li, Shuochen Su, Yasuyuku Matsushita, Kun Zhou, Stephen Lin
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | April 2013
Semantically-Based Human Scanpath Estimation with HMMs
Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin
The IEEE International Conference on Computer Vision (ICCV), 2013 | April 2013
Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening
Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2013
Image-based clothes animation for virtual fitting
Zhenglong Zhou, Bo Shu, Zhaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin
SA '12 SIGGRAPH Asia 2012 Technical Briefs | December 2012
Removal of dust artifacts in focal stack image sequences
Chen Li, Kun Zhou, Stephen Lin
2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | November 2012
Estimation of Intrinsic Image Sequences from Image+Depth Video
Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
ISBN: 978-3-642-33782-6
Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification
Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
European Conference on Computer Vision 2012 | August 2012
Motion-aware noise filtering for deblurring of noisy and blurry images
Yu-Wing Tai, Stephen Lin
2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2012
Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors
Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Y. Cheung, Tin Aung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2012
Fully Convolutional Color Constancy with Confidence-weighted Pooling
Yuanming Hu, Baoyuan Wang, Stephen Lin
April 2012
Semantic colorization with internet images
Alex Yong-Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Teung Cho, Ping Tan, Stephen Lin
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011
Real-time rendering of light-scattering media
Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
US Patent 8009168 B2 | August 2011
Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis
Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Y. Cheung, Tin Aung, Tien Yin Wong
International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2011
Coded exposure imaging for projective motion deblurring
Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin
2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Super resolution using edge prior and single image detail synthesis
Yu-Wing Tao, Shuaicheng Liu, Michael S. Brown, Stephen Lin
2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
Single-image optical center estimation from vignetting and tangential gradient symmetry
Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin
2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
A Prism-based System for Multispectral Video Acquisition
Hao Du, Xin Tong, Xun Guo, Stephen Lin
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
ISBN: 978-1-4244-4420-5
Coded aperture pairs for depth from defocus
Changyin Zhou, Stephen Lin, Shree Nayar
2009 IEEE 12th International Conference on Computer Vision | September 2009
Detail Recovery for Single-image Defocus Blur
Yu-Wing Tai, Huixuan Tang, Michael S. Brown, Stephen Lin
Special Issue on MIRU2008 Invited Paper | March 2009
Advances in Image and Video Technology: Third Pacific Rim Symposium
Toshikazu Wada, Fay Huang, Stephen Lin
PSIVT 2009, Tokyo, Japan, | January 2009
Intrinsic colorization
Xiaopei Liu, Liang Wan, Yinqqe Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng
ACM SIGGRAPH Asia 2008 | December 2008
Intrinsic image decomposition with non-local texture cues
Li Shen, Ping Tan, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
Image/video deblurring using a hybrid camera
Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
Single-image vignetting correction using radial gradient symmetry
Yuanjie Zheng, Jingyi Yu, Stephen Lin, Sing Bing Kang, Chandra Khambamettu
IEEE Conference on Computer Vision and Pattern Recognition | June 2008
Supplementary Material: Radiometric Calibration from Faces in Images
Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
June 2008
A Probabilistic Intensity Similarity Measure based on Noise Distributions
Yasuyuki Matsushita, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition CVPR '07 | July 2007
Element Rearrangement for Tensor-Based Subspace Learning
Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07. | June 2007
Removal of Image Artifacts Due to Sensor Dust
Changyin Zhou, Stephen Lin
June 2007
Real-time texture rendering using generalized displacement maps
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
US Patent 7184052 B2 | February 2007
Radiometric Calibration from Noise Distributions
Yasuyuki Matsushita, Stephen Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2007
Separation of Highlight Reflections on Textured Surfaces
Ping Tan, Long Quan, Stephen Lin
2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition | October 2006
Resolution-Enhanced Photometric Stereo
Ping Tan, Stephen Lin, Long Quan
European Conference on Computer Vision ECCV 2006 | October 2006
Separating reflections in human iris images for illumination estimation
Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang
International Conference on Computer Vision | October 2005
Precomputed Shadow Fields for Dynamic Scenes
Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
August 2005
Multiresolution Reflectance Filtering
Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
Determining the radiometric response function from a single grayscale image
Stephen Lin, L. Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2005
Real-time environment map interpolation
Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
International Conference on Image and Graphics (ICIG) | December 2004
Face alignment using intrinsic information
Yuchi Huang, Stephen Lin, Hanging Lu, Heung-Yeung Shum
International Conference on Image Processing (ICIP) | October 2004
Generic slow-motion replay detection in sports video
Lei Wang, Xu Liu, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
International Conference on Image Processing (ICIP) | October 2004
Radiometric calibration from a single image
Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum
Computer Vision and Pattern Recognition (CVPR) | June 2004
Generalized Displacement Maps
Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
Eurographics Symposium on Rendering (EGSR) | June 2004
Face alignment under variable illumination
Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum
International Conference on Automatic Face and Gesture Recognition (FG) | May 2004
Automatic extraction of semantic colors in sports video
Lei Wang, Boyi Zeng, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2004
Estimating intrinsic images from image sequences with biased illumination
Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum
European Conference on Computer Vision (ECCV) | April 2004
Multiple-cue illumination estimation in textured scenes
Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum
International Conference on Computer Vision (ICCV) | October 2003
Highlight removal by illumination-constrained inpainting
Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum
International Conference on Computer Vision (ICCV) | October 2003
Variational Specular Separation Using Color and Polarization
Dae-Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum
IAPR Workshop on Machine Vision Applications | December 2002
Single-image reflectance estimation for relighting by iterative soft grouping
Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
Pacific Conference on Computer Graphics and Applications (PG) | October 2002
Real-time Lip Synchronization Based on Hidden Markov Models
Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
Asian Conference on Computer Vision (ACCV) | October 2002
Multibaseline stereo in the presence of specular reflections
Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum
International Conference on Pattern Recognition (ICPR) | August 2002
Diffuse-Specular Separation and Depth Recovery from Image Sequences
Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum
European Conference on Computer Vision (ECCV) | May 2002
Separation of diffuse and specular reflection in color images
Computer Vision and Pattern Recognition (CVPR) | December 2001
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Macrostructure modeling with microstructure reflectance slices
Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
August 2001
US Patent 6961058 B2
Photometric modeling of specular and diffuse appearance
May 2000
ISBN: 0-599-83261-4
Doctoral Dissertation
High resolution multispectral image capture
Stephen Lin, Xin Tong, Xun Cao
December 2016
US Patent 20170094233 A1
Modeling and rendering of heterogeneous translucent materials using the diffusion equation
Jiaping Wang, Stephen Lin, Baining Guo
August 2012
US Patent 8243071 B2
Rendering global light transport in real-time using machine learning
Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
June 2012
US Patent 9684996 B2
Line space gathering for single scattering in large scenes
Sun Xin, Stephen Lin, Baining Guo
April 2011
US Patent 8922556 B2
Interactive relighting with dynamic reflectance
Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
February 2011
US Patent 7884820 B2
Rendering in scattering media
Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
October 2008
US Patent 20100085360 A1
Spherical Harmonics Scaling
Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
December 2006, Vol 22(9-11): pp. 713-720
US Patent 7,663,623 B2
Surface detail rendering using leap textures
Xin Wang, Xin Tong, Stephen Lin, Baining Guo
March 2006
US Patent 7586494 B2
Representing quasi-homogenous materials
Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
June 2005
US Patent 7312797 B2
Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
November 2004
US Patent 7286135 B2
System and method for generating generalized displacement maps from mesostructure geometries
Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
November 2004
US Patent 7310101 B2
System and Method for Real Time Lip Synchronization
Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
December 2002
US Patent 7,133,535
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Interactive SVBRDF Modeling from a Single Image
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Modeling Subsurface Light Transport with the Kernel Nyström Method
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Surface Reflectance Overview
Yue Dong, Stephen Lin, Baining Guo
Material Appearance Modeling: A Data-Coherent Approach | 2013
Fabricating Spatially-Varying Subsurface Scattering
Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
ISBN: 978-3-642-35776-3
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Material Appearance Modeling: A Data-Coherent Approach
Yue Dong, Stephen Lin, Baining Guo
Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
ISBN: 978-3-642-35776-3
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Real-Time Smoke Rendering Using Compensated Ray Marching
Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
MSR-TR-2007-142 | September 2007