CVPR 2021 Open Access Repository

Computer Vision for Physiological Measurement

Combining Magnification and Measurement for Non-Contact Cardiac Monitoring: Ewa M. Nowara,

Daniel McDuff,

Ashok Veeraraghavan; [pdf]
[bibtex]
@InProceedings{Nowara_2021_CVPR, author = {Nowara, Ewa M. and McDuff, Daniel and Veeraraghavan, Ashok}, title = {Combining Magnification and Measurement for Non-Contact Cardiac Monitoring}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3810-3819} }
An Infrared Thermography Model Enabling Remote Body Temperature Screening Up to 10 Meters: Jing Wei Chin,

Kwan Long Wong,

Tsz Tai Chan,

Kristian Suhartono,

Richard H.Y. So; [pdf]
[bibtex]
@InProceedings{Chin_2021_CVPR, author = {Chin, Jing Wei and Wong, Kwan Long and Chan, Tsz Tai and Suhartono, Kristian and So, Richard H.Y.}, title = {An Infrared Thermography Model Enabling Remote Body Temperature Screening Up to 10 Meters}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3875-3881} }
A LSTM-Based Realtime Signal Quality Assessment for Photoplethysmogram and Remote Photoplethysmogram: Haoyuan Gao,

Xiaopei Wu,

Chenyun Shi,

Qing Gao,

Jidong Geng; [pdf]
[bibtex]
@InProceedings{Gao_2021_CVPR, author = {Gao, Haoyuan and Wu, Xiaopei and Shi, Chenyun and Gao, Qing and Geng, Jidong}, title = {A LSTM-Based Realtime Signal Quality Assessment for Photoplethysmogram and Remote Photoplethysmogram}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3831-3840} }
Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos: Deval Mehta,

Umar Asif,

Tian Hao,

Erhan Bilal,

Stefan von Cavallar,

Stefan Harrer,

Jeffrey Rogers; [pdf] [arXiv]
[bibtex]
@InProceedings{Mehta_2021_CVPR, author = {Mehta, Deval and Asif, Umar and Hao, Tian and Bilal, Erhan and von Cavallar, Stefan and Harrer, Stefan and Rogers, Jeffrey}, title = {Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3841-3849} }
Oxygen Saturation Estimation Based on Optimal Band Selection From Multi-Band Video: Ryo Takahashi,

Koichi Ashida,

Yasuo Kobayashi,

Rumi Tokunaga,

Shuhei Kodama,

Norimichi Tsumura; [pdf]
[bibtex]
@InProceedings{Takahashi_2021_CVPR, author = {Takahashi, Ryo and Ashida, Koichi and Kobayashi, Yasuo and Tokunaga, Rumi and Kodama, Shuhei and Tsumura, Norimichi}, title = {Oxygen Saturation Estimation Based on Optimal Band Selection From Multi-Band Video}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3850-3856} }
Assessment of Deep Learning Based Blood Pressure Prediction From PPG and rPPG Signals: Fabian Schrumpf,

Patrick Frenzel,

Christoph Aust,

Georg Osterhoff,

Mirco Fuchs; [pdf] [arXiv]
[bibtex]
@InProceedings{Schrumpf_2021_CVPR, author = {Schrumpf, Fabian and Frenzel, Patrick and Aust, Christoph and Osterhoff, Georg and Fuchs, Mirco}, title = {Assessment of Deep Learning Based Blood Pressure Prediction From PPG and rPPG Signals}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3820-3830} }
Nose Breathing or Mouth Breathing? A Thermography-Based New Measurement for Sleep Monitoring: Zhengjie Huang,

Wenjin Wang,

Gerard de Haan; [pdf]
[bibtex]
@InProceedings{Huang_2021_CVPR, author = {Huang, Zhengjie and Wang, Wenjin and de Haan, Gerard}, title = {Nose Breathing or Mouth Breathing? A Thermography-Based New Measurement for Sleep Monitoring}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3882-3888} }
Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models: Alicja Kwasniewska,

Maciej Szankin,

Jacek Ruminski,

Anthony Sarah,

David Gamba; [pdf] [supp]
[bibtex]
@InProceedings{Kwasniewska_2021_CVPR, author = {Kwasniewska, Alicja and Szankin, Maciej and Ruminski, Jacek and Sarah, Anthony and Gamba, David}, title = {Improving Accuracy of Respiratory Rate Estimation by Restoring High Resolution Features With Transformers and Recursive Convolutional Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3857-3867} }
Markerless Camera-Based Vertical Jump Height Measurement Using OpenPose: Fritz Webering,

Holger Blume,

Issam Allaham; [pdf]
[bibtex]
@InProceedings{Webering_2021_CVPR, author = {Webering, Fritz and Blume, Holger and Allaham, Issam}, title = {Markerless Camera-Based Vertical Jump Height Measurement Using OpenPose}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3868-3874} }