Ilya Zharkov

Ilya Zharkov leads a team of computer-vision researchers in the Applied Sciences Group (ASG).

Before joining Microsoft in 2017, he worked on automated map generation from aerial imagery, optical character recognition (OCR), and handwriting text recognition.

Ilya graduated with an M.S. in physics from the Moscow State University in 2005.

His current research interests include people and object detection, segmentation, tracking, and 3D reconstruction.

• OTOV2: Automatic, Generic, User-Friendly

  The Eleventh International Conference on Learning Representations (ICLR), 2023 June, 2023 Pages 1-25

  By Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov, Zhihui Zhu
• RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution

  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 June, 2022 Pages 17441-17451

  By Zhicheng Geng, Luming Liang, Tianyu Ding, Ilya Zharkov
• Guidance Network with Staged Learning for Image enhancement

  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021 June, 2021 Pages 836-845

  By Luming Liang, Ilya Zharkov, Faezeh Amjadi, Hamid Vaezi Joze, Vivek Pradeep
• CDFI: Compression-Driven Network Design for Frame Interpolation

  Computer Vision and Pattern Recognition (CVPR), 2021 June, 2021 Pages 8001-8011

  By Tianyu Ding, Luming Liang, Zhihui Zhu, Ilya Zharkov
• ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig

  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops June, 2020

  By Hamid Vaezi Joze, Ilya Zharkov, Karlton Powell, Carl Ringler, Luming Liang, Andy Roulston, Moshe Lutz, Vivek Pradeep
• DIY Human Action Data Set Generation

  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops June, 2018

  By Hamid Vaezi Joze, Mehran Khodabandeh, Ilya Zharkov, Vivek Pradeep