Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
Neural Information Processing Systems (NeurIPS) | December 2020
Physiological Sensing
Publications
Publications
Publications by Year
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Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff
October 2020
Non-Contact Imaging of Peripheral Hemodynamics During Cognitive and Psychological Stressors
Daniel McDuff, Izumi Nishidate, Kazuya Nakano, Hideaki Haneishi, Yuta Aoki, Chihiro Tanabe, Kyuichi Niizeki, Yoshihisa Aizu
Nature Scientific Reports | January 2020
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iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox
Daniel McDuff, Ethan Blackford
e of the IEEE Engineering in Medicine and Biology SocietyInternational Conferenc | June 2019
-
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
Weixuan Chen, Daniel McDuff
ECCV | September 2018
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The Impact of Video Compression on Remote Cardiac Pulse Measurement Using Imaging Photoplethysmography
Daniel McDuff, Ethan B. Blackford, Justin R. Estepp
IEEE FG | May 2017
Publications by Research Area
-
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
Neural Information Processing Systems (NeurIPS) | December 2020
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff
October 2020
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox
Daniel McDuff, Ethan Blackford
e of the IEEE Engineering in Medicine and Biology SocietyInternational Conferenc | June 2019
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
Weixuan Chen, Daniel McDuff
ECCV | September 2018
-
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
Neural Information Processing Systems (NeurIPS) | December 2020
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff
October 2020
Non-Contact Imaging of Peripheral Hemodynamics During Cognitive and Psychological Stressors
Daniel McDuff, Izumi Nishidate, Kazuya Nakano, Hideaki Haneishi, Yuta Aoki, Chihiro Tanabe, Kyuichi Niizeki, Yoshihisa Aizu
Nature Scientific Reports | January 2020
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox
Daniel McDuff, Ethan Blackford
e of the IEEE Engineering in Medicine and Biology SocietyInternational Conferenc | June 2019
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
Weixuan Chen, Daniel McDuff
ECCV | September 2018
The Impact of Video Compression on Remote Cardiac Pulse Measurement Using Imaging Photoplethysmography
Daniel McDuff, Ethan B. Blackford, Justin R. Estepp
IEEE FG | May 2017
-
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
Neural Information Processing Systems (NeurIPS) | December 2020
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff
October 2020
Non-Contact Imaging of Peripheral Hemodynamics During Cognitive and Psychological Stressors
Daniel McDuff, Izumi Nishidate, Kazuya Nakano, Hideaki Haneishi, Yuta Aoki, Chihiro Tanabe, Kyuichi Niizeki, Yoshihisa Aizu
Nature Scientific Reports | January 2020
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox
Daniel McDuff, Ethan Blackford
e of the IEEE Engineering in Medicine and Biology SocietyInternational Conferenc | June 2019
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
Weixuan Chen, Daniel McDuff
ECCV | September 2018
The Impact of Video Compression on Remote Cardiac Pulse Measurement Using Imaging Photoplethysmography
Daniel McDuff, Ethan B. Blackford, Justin R. Estepp
IEEE FG | May 2017
-
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
Neural Information Processing Systems (NeurIPS) | December 2020
Publications by Type
-
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars
Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis
October 2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff
October 2020
-
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
Neural Information Processing Systems (NeurIPS) | December 2020
iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox
Daniel McDuff, Ethan Blackford
e of the IEEE Engineering in Medicine and Biology SocietyInternational Conferenc | June 2019
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
Weixuan Chen, Daniel McDuff
ECCV | September 2018
The Impact of Video Compression on Remote Cardiac Pulse Measurement Using Imaging Photoplethysmography
Daniel McDuff, Ethan B. Blackford, Justin R. Estepp
IEEE FG | May 2017
-
Non-Contact Imaging of Peripheral Hemodynamics During Cognitive and Psychological Stressors
Daniel McDuff, Izumi Nishidate, Kazuya Nakano, Hideaki Haneishi, Yuta Aoki, Chihiro Tanabe, Kyuichi Niizeki, Yoshihisa Aizu
Nature Scientific Reports | January 2020