CVPR 2023 Open Access Repository

The Sixth International Workshop on Computer Vision for Physiological Measurement

Real-Time Estimation of Heart Rate in Situations Characterized by Dynamic Illumination Using Remote Photoplethysmography: Patrik Hansen,

Marianela García Lozano,

Farzad Kamrani,

Joel Brynielsson; [pdf]
[bibtex]
@InProceedings{Hansen_2023_CVPR, author = {Hansen, Patrik and Lozano, Marianela Garc{\'\i}a and Kamrani, Farzad and Brynielsson, Joel}, title = {Real-Time Estimation of Heart Rate in Situations Characterized by Dynamic Illumination Using Remote Photoplethysmography}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6094-6103} }
Contactless Respiratory Rate Monitoring for ICU Patients Based on Unsupervised Learning: Zimeng Liu,

Bin Huang,

Chun-Liang Lin,

Chieh-Liang Wu,

Changchen Zhao,

Wen-Cheng Chao,

Yu-Cheng Wu,

Yadan Zheng,

Zhiru Wang; [pdf]
[bibtex]
@InProceedings{Liu_2023_CVPR, author = {Liu, Zimeng and Huang, Bin and Lin, Chun-Liang and Wu, Chieh-Liang and Zhao, Changchen and Chao, Wen-Cheng and Wu, Yu-Cheng and Zheng, Yadan and Wang, Zhiru}, title = {Contactless Respiratory Rate Monitoring for ICU Patients Based on Unsupervised Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6005-6014} }
Optimizing Camera Exposure Control Settings for Remote Vital Sign Measurements in Low-Light Environments: Ismoil Odinaev,

Jing Wei Chin,

Kin Ho Luo,

Zhang Ke,

Richard H.Y. So,

Kwan Long Wong; [pdf]
[bibtex]
@InProceedings{Odinaev_2023_CVPR, author = {Odinaev, Ismoil and Chin, Jing Wei and Luo, Kin Ho and Ke, Zhang and So, Richard H.Y. and Wong, Kwan Long}, title = {Optimizing Camera Exposure Control Settings for Remote Vital Sign Measurements in Low-Light Environments}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6086-6093} }
Camera-Based Recovery of Cardiovascular Signals From Unconstrained Face Videos Using an Attention Network: Yogesh Deshpande,

Surendrabikram Thapa,

Abhijit Sarkar,

A. Lynn Abbott; [pdf]
[bibtex]
@InProceedings{Deshpande_2023_CVPR, author = {Deshpande, Yogesh and Thapa, Surendrabikram and Sarkar, Abhijit and Abbott, A. Lynn}, title = {Camera-Based Recovery of Cardiovascular Signals From Unconstrained Face Videos Using an Attention Network}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5975-5984} }
A Temporal Encoder-Decoder Approach to Extracting Blood Volume Pulse Signal Morphology From Face Videos: Fulan Li,

Surendrabikram Thapa,

Shreyas Bhat,

Abhijit Sarkar,

A. Lynn Abbott; [pdf]
[bibtex]
@InProceedings{Li_2023_CVPR, author = {Li, Fulan and Thapa, Surendrabikram and Bhat, Shreyas and Sarkar, Abhijit and Abbott, A. Lynn}, title = {A Temporal Encoder-Decoder Approach to Extracting Blood Volume Pulse Signal Morphology From Face Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5965-5974} }
Camera Based Eye State Estimation for ICU Patients: A Pilot Clinical Study: Haowen Wang,

Weijun Huang,

Jia Huang,

Guowei Wang,

Hongzhou Lu,

Wenjin Wang; [pdf]
[bibtex]
@InProceedings{Wang_2023_CVPR, author = {Wang, Haowen and Huang, Weijun and Huang, Jia and Wang, Guowei and Lu, Hongzhou and Wang, Wenjin}, title = {Camera Based Eye State Estimation for ICU Patients: A Pilot Clinical Study}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6060-6067} }
Deep Learning-Based Image Enhancement for Robust Remote Photoplethysmography in Various Illumination Scenarios: Shutao Chen,

Sui Kei Ho,

Jing Wei Chin,

Kin Ho Luo,

Tsz Tai Chan,

Richard H.Y. So,

Kwan Long Wong; [pdf]
[bibtex]
@InProceedings{Chen_2023_CVPR, author = {Chen, Shutao and Ho, Sui Kei and Chin, Jing Wei and Luo, Kin Ho and Chan, Tsz Tai and So, Richard H.Y. and Wong, Kwan Long}, title = {Deep Learning-Based Image Enhancement for Robust Remote Photoplethysmography in Various Illumination Scenarios}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6077-6085} }
Promoting Generalization in Cross-Dataset Remote Photoplethysmography: Nathan Vance,

Jeremy Speth,

Benjamin Sporrer,

Patrick Flynn; [pdf] [arXiv]
[bibtex]
@InProceedings{Vance_2023_CVPR, author = {Vance, Nathan and Speth, Jeremy and Sporrer, Benjamin and Flynn, Patrick}, title = {Promoting Generalization in Cross-Dataset Remote Photoplethysmography}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5985-5993} }
Multi-View Body Image-Based Prediction of Body Mass Index and Various Body Part Sizes: Seunghyun Kim,

Kunyoung Lee,

Eui Chul Lee; [pdf]
[bibtex]
@InProceedings{Kim_2023_CVPR, author = {Kim, Seunghyun and Lee, Kunyoung and Lee, Eui Chul}, title = {Multi-View Body Image-Based Prediction of Body Mass Index and Various Body Part Sizes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6034-6041} }
Full-Body Cardiovascular Sensing With Remote Photoplethysmography: Lu Niu,

Jeremy Speth,

Nathan Vance,

Benjamin Sporrer,

Adam Czajka,

Patrick Flynn; [pdf] [arXiv]
[bibtex]
@InProceedings{Niu_2023_CVPR, author = {Niu, Lu and Speth, Jeremy and Vance, Nathan and Sporrer, Benjamin and Czajka, Adam and Flynn, Patrick}, title = {Full-Body Cardiovascular Sensing With Remote Photoplethysmography}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5994-6004} }
Frequency Tracker for Unsupervised Heart Rate Estimation: Iskander Zhalbekov,

Leonid Beynenson,

Alexey Trushkov,

Ivan Bulychev,

Wenshuai Yin; [pdf]
[bibtex]
@InProceedings{Zhalbekov_2023_CVPR, author = {Zhalbekov, Iskander and Beynenson, Leonid and Trushkov, Alexey and Bulychev, Ivan and Yin, Wenshuai}, title = {Frequency Tracker for Unsupervised Heart Rate Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6024-6033} }
Remote Mass Facial Temperature Screening in Varying Ambient Temperatures and Distances: Chu Chu Qiu,

Jing Wei Chin,

Kwan Long Wong,

Tsz Tai Chan,

Yu Dong He,

Richard H.Y. So; [pdf]
[bibtex]
@InProceedings{Qiu_2023_CVPR, author = {Qiu, Chu Chu and Chin, Jing Wei and Wong, Kwan Long and Chan, Tsz Tai and He, Yu Dong and So, Richard H.Y.}, title = {Remote Mass Facial Temperature Screening in Varying Ambient Temperatures and Distances}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6068-6076} }
Photoplethysmography Imaging Algorithm for Real-Time Monitoring of Skin Perfusion Maps: Uldis Rubins,

Aleksejs Miscuks,

Yousef Qawqzeh,

Zbignevs Marcinkevics,

Andris Grabovskis; [pdf]
[bibtex]
@InProceedings{Rubins_2023_CVPR, author = {Rubins, Uldis and Miscuks, Aleksejs and Qawqzeh, Yousef and Marcinkevics, Zbignevs and Grabovskis, Andris}, title = {Photoplethysmography Imaging Algorithm for Real-Time Monitoring of Skin Perfusion Maps}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5950-5956} }
Deep Learning-Enabled Sleep Staging From Vital Signs and Activity Measured Using a Near-Infrared Video Camera: Jonathan Carter,

João Jorge,

Bindia Venugopal,

Oliver Gibson,

Lionel Tarassenko; [pdf]
[bibtex]
@InProceedings{Carter_2023_CVPR, author = {Carter, Jonathan and Jorge, Jo\~ao and Venugopal, Bindia and Gibson, Oliver and Tarassenko, Lionel}, title = {Deep Learning-Enabled Sleep Staging From Vital Signs and Activity Measured Using a Near-Infrared Video Camera}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5940-5949} }
LSTC-rPPG: Long Short-Term Convolutional Network for Remote Photoplethysmography: Jun Seong Lee,

Gyutae Hwang,

Moonwook Ryu,

Sang Jun Lee; [pdf]
[bibtex]
@InProceedings{Lee_2023_CVPR, author = {Lee, Jun Seong and Hwang, Gyutae and Ryu, Moonwook and Lee, Sang Jun}, title = {LSTC-rPPG: Long Short-Term Convolutional Network for Remote Photoplethysmography}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6015-6023} }
Single Image Based Infant Body Height and Weight Estimation: Huaijing Shu,

Lirong Ren,

Liping Pan,

Dongmin Huang,

Hongzhou Lu,

Wenjin Wang; [pdf]
[bibtex]
@InProceedings{Shu_2023_CVPR, author = {Shu, Huaijing and Ren, Lirong and Pan, Liping and Huang, Dongmin and Lu, Hongzhou and Wang, Wenjin}, title = {Single Image Based Infant Body Height and Weight Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6052-6059} }
Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images: Natalia Kowalczyk,

Jacek Ruminski; [pdf]
[bibtex]
@InProceedings{Kowalczyk_2023_CVPR, author = {Kowalczyk, Natalia and Ruminski, Jacek}, title = {Respiratory Rate Estimation Based on Detected Mask Area in Thermal Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {6042-6051} }
Improving Systolic Blood Pressure Prediction From Remote Photoplethysmography Using a Stacked Ensemble Regressor: Lieke D. van Putten,

Kate E. Bamford; [pdf]
[bibtex]
@InProceedings{van_Putten_2023_CVPR, author = {van Putten, Lieke D. and Bamford, Kate E.}, title = {Improving Systolic Blood Pressure Prediction From Remote Photoplethysmography Using a Stacked Ensemble Regressor}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {5957-5964} }