Computer Vision for Physiological Measurement

Photoplethysmography Based Stratification of Blood Pressure Using Multi-Information Fusion Artificial Neural Network

Dingliang Wang,

Xuezhi Yang,

Xuenan Liu,

Shuai Fang,

Likun Ma,

Longwei Li

[pdf] [video]

[bibtex]

@InProceedings{Wang_2020_CVPR_Workshops,
author = {Wang, Dingliang and Yang, Xuezhi and Liu, Xuenan and Fang, Shuai and Ma, Likun and Li, Longwei},
title = {Photoplethysmography Based Stratification of Blood Pressure Using Multi-Information Fusion Artificial Neural Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Remote Estimation of Heart Rate Based on Multi-Scale Facial ROIs

Changchen Zhao,

Weiran Han,

Zan Chen,

Yongqiang Li,

Yuanjing Feng

[pdf]

[bibtex]

@InProceedings{Zhao_2020_CVPR_Workshops,
author = {Zhao, Changchen and Han, Weiran and Chen, Zan and Li, Yongqiang and Feng, Yuanjing},
title = {Remote Estimation of Heart Rate Based on Multi-Scale Facial ROIs},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Enhancing Remote-PPG Pulse Extraction in Disturbance Scenarios Utilizing Spectral Characteristics

Kai Zhou,

Simon Krause,

Timon Blocher,

Wilhelm Stork

[pdf]

[bibtex]

@InProceedings{Zhou_2020_CVPR_Workshops,
author = {Zhou, Kai and Krause, Simon and Blocher, Timon and Stork, Wilhelm},
title = {Enhancing Remote-PPG Pulse Extraction in Disturbance Scenarios Utilizing Spectral Characteristics},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Predicting Brainwaves From Face Videos

Christian S. Pilz,

Ibtissem Ben Makhlouf,

Ute Habel,

Steffen Leonhardt

[pdf]

[bibtex]

@InProceedings{Pilz_2020_CVPR_Workshops,
author = {Pilz, Christian S. and Ben Makhlouf, Ibtissem and Habel, Ute and Leonhardt, Steffen},
title = {Predicting Brainwaves From Face Videos},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

A Meta-Analysis of the Impact of Skin Tone and Gender on Non-Contact Photoplethysmography Measurements

Ewa M. Nowara,

Daniel McDuff,

Ashok Veeraraghavan

[pdf]

[bibtex]

@InProceedings{Nowara_2020_CVPR_Workshops,
author = {Nowara, Ewa M. and McDuff, Daniel and Veeraraghavan, Ashok},
title = {A Meta-Analysis of the Impact of Skin Tone and Gender on Non-Contact Photoplethysmography Measurements},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Analysis of Pulse Transit Time Derived From Imaging Photoplethysmography and Microwave Sensor-Based Ballistocardiography

Mototaka Yoshioka,

Souksakhone Bounyong

[pdf]

[bibtex]

@InProceedings{Yoshioka_2020_CVPR_Workshops,
author = {Yoshioka, Mototaka and Bounyong, Souksakhone},
title = {Analysis of Pulse Transit Time Derived From Imaging Photoplethysmography and Microwave Sensor-Based Ballistocardiography},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

HeartTrack: Convolutional Neural Network for Remote Video-Based Heart Rate Monitoring

Olga Perepelkina,

Mikhail Artemyev,

Marina Churikova,

Mikhail Grinenko

[pdf]

[bibtex]

@InProceedings{Perepelkina_2020_CVPR_Workshops,
author = {Perepelkina, Olga and Artemyev, Mikhail and Churikova, Marina and Grinenko, Mikhail},
title = {HeartTrack: Convolutional Neural Network for Remote Video-Based Heart Rate Monitoring},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Continuous Estimation of Emotional Change Using Multimodal Affective Responses

Kenta Masui,

Takumi Nagasawa,

Hirokazu Doi,

Norimichi Tsumura

[pdf]

[bibtex]

@InProceedings{Masui_2020_CVPR_Workshops,
author = {Masui, Kenta and Nagasawa, Takumi and Doi, Hirokazu and Tsumura, Norimichi},
title = {Continuous Estimation of Emotional Change Using Multimodal Affective Responses},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Stress Estimation Using Multimodal Biosignal Information From RGB Facial Video

Takumi Nagasawa,

Ryo Takahashi,

Chawan Koopipat,

Norimichi Tsumura

[pdf]

[bibtex]

@InProceedings{Nagasawa_2020_CVPR_Workshops,
author = {Nagasawa, Takumi and Takahashi, Ryo and Koopipat, Chawan and Tsumura, Norimichi},
title = {Stress Estimation Using Multimodal Biosignal Information From RGB Facial Video},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Automated Depth Video Monitoring for Fall Reduction: A Case Study

Josh Brown Kramer,

Lucas Sabalka,

Ben Rush,

Katherine Jones,

Tegan Nolte

[pdf]

[bibtex]

@InProceedings{Kramer_2020_CVPR_Workshops,
author = {Kramer, Josh Brown and Sabalka, Lucas and Rush, Ben and Jones, Katherine and Nolte, Tegan},
title = {Automated Depth Video Monitoring for Fall Reduction: A Case Study},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Remote Photoplethysmography: Rarely Considered Factors

Yuriy Mironenko,

Konstantin Kalinin,

Mikhail Kopeliovich,

Mikhail Petrushan

[pdf]

[bibtex]

@InProceedings{Mironenko_2020_CVPR_Workshops,
author = {Mironenko, Yuriy and Kalinin, Konstantin and Kopeliovich, Mikhail and Petrushan, Mikhail},
title = {Remote Photoplethysmography: Rarely Considered Factors},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

In Search of Life: Learning From Synthetic Data to Detect Vital Signs in Videos

Florin Condrea,

Victor-Andrei Ivan,

Marius Leordeanu

[pdf] [video]

[bibtex]

@InProceedings{Condrea_2020_CVPR_Workshops,
author = {Condrea, Florin and Ivan, Victor-Andrei and Leordeanu, Marius},
title = {In Search of Life: Learning From Synthetic Data to Detect Vital Signs in Videos},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Convulsive Movement Detection Using Low-Resolution Thermopile Sensor Array

Ouday Hanosh,

Rashid Ansari,

Naoum P. Issa,

A. Enis Cetin

[pdf]

[bibtex]

@InProceedings{Hanosh_2020_CVPR_Workshops,
author = {Hanosh, Ouday and Ansari, Rashid and Issa, Naoum P. and Cetin, A. Enis},
title = {Convulsive Movement Detection Using Low-Resolution Thermopile Sensor Array},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Predicting Fall Probability Based on a Validated Balance Scale

Alaa Masalha,

Nadav Eichler,

Shmuel Raz,

Adi Toledano-Shubi,

Daphna Niv,

Ilan Shimshoni,

Hagit Hel-Or

[pdf]

[bibtex]

@InProceedings{Masalha_2020_CVPR_Workshops,
author = {Masalha, Alaa and Eichler, Nadav and Raz, Shmuel and Toledano-Shubi, Adi and Niv, Daphna and Shimshoni, Ilan and Hel-Or, Hagit},
title = {Predicting Fall Probability Based on a Validated Balance Scale},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

An Assessment of Algorithms to Estimate Respiratory Rate From the Remote Photoplethysmogram

Duncan Luguern,

Simon Perche,

Yannick Benezeth,

Virginie Moser,

L. Andrea Dunbar,

Fabian Braun,

Alia Lemkaddem,

Keisuke Nakamura,

Randy Gomez,

Julien Dubois

[pdf]

[bibtex]

@InProceedings{Luguern_2020_CVPR_Workshops,
author = {Luguern, Duncan and Perche, Simon and Benezeth, Yannick and Moser, Virginie and Dunbar, L. Andrea and Braun, Fabian and Lemkaddem, Alia and Nakamura, Keisuke and Gomez, Randy and Dubois, Julien},
title = {An Assessment of Algorithms to Estimate Respiratory Rate From the Remote Photoplethysmogram},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Long Short-Term Memory Deep-Filter In Remote Photoplethysmography

Deivid Botina-Monsalve,

Yannick Benezeth,

Richard Macwan,

Paul Pierrart,

Federico Parra,

Keisuke Nakamura,

Randy Gomez,

Johel Miteran

[pdf]

[bibtex]

@InProceedings{Botina-Monsalve_2020_CVPR_Workshops,
author = {Botina-Monsalve, Deivid and Benezeth, Yannick and Macwan, Richard and Pierrart, Paul and Parra, Federico and Nakamura, Keisuke and Gomez, Randy and Miteran, Johel},
title = {Long Short-Term Memory Deep-Filter In Remote Photoplethysmography},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Detecting Deepfake Videos Using Attribution-Based Confidence Metric

Steven Fernandes,

Sunny Raj,

Rickard Ewetz,

Jodh Singh Pannu,

Sumit Kumar Jha,

Eddy Ortiz,

Iustina Vintila,

Margaret Salter

[pdf]

[bibtex]

@InProceedings{Fernandes_2020_CVPR_Workshops,
author = {Fernandes, Steven and Raj, Sunny and Ewetz, Rickard and Pannu, Jodh Singh and Jha, Sumit Kumar and Ortiz, Eddy and Vintila, Iustina and Salter, Margaret},
title = {Detecting Deepfake Videos Using Attribution-Based Confidence Metric},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

On Indirect Assessment of Heart Rate in Video

Mikhail Kopeliovich,

Konstantin Kalinin,

Yuriy Mironenko,

Mikhail Petrushan

[pdf]

[bibtex]

@InProceedings{Kopeliovich_2020_CVPR_Workshops,
author = {Kopeliovich, Mikhail and Kalinin, Konstantin and Mironenko, Yuriy and Petrushan, Mikhail},
title = {On Indirect Assessment of Heart Rate in Video},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Skin Segmentation Using Active Contours and Gaussian Mixture Models for Heart Rate Detection in Videos

Alexander Woyczyk,

Vincent Fleischhauer,

Sebastian Zaunseder

[pdf]

[bibtex]

@InProceedings{Woyczyk_2020_CVPR_Workshops,
author = {Woyczyk, Alexander and Fleischhauer, Vincent and Zaunseder, Sebastian},
title = {Skin Segmentation Using Active Contours and Gaussian Mixture Models for Heart Rate Detection in Videos},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

The 1st Challenge on Remote Physiological Signal Sensing (RePSS)

Xiaobai Li,

Hu Han,

Hao Lu,

Xuesong Niu,

Zitong Yu,

Antitza Dantcheva,

Guoying Zhao,

Shiguang Shan

[pdf]

[bibtex]

@InProceedings{Li_2020_CVPR_Workshops,
author = {Li, Xiaobai and Han, Hu and Lu, Hao and Niu, Xuesong and Yu, Zitong and Dantcheva, Antitza and Zhao, Guoying and Shan, Shiguang},
title = {The 1st Challenge on Remote Physiological Signal Sensing (RePSS)},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Neurodata Lab's Approach to the Challenge on Computer Vision for Physiological Measurement

Mikhail Artemyev,

Marina Churikova,

Mikhail Grinenko,

Olga Perepelkina

[pdf]

[bibtex]

@InProceedings{Artemyev_2020_CVPR_Workshops,
author = {Artemyev, Mikhail and Churikova, Marina and Grinenko, Mikhail and Perepelkina, Olga},
title = {Neurodata Lab's Approach to the Challenge on Computer Vision for Physiological Measurement},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}