| Vol-3750 urn:nbn:de:0074-3750-6 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# RePSS 2024
Vision-based Remote Physiological Signal Sensing Challenge & Workshop 2024

### Proceedings of the 3rd Vision-based Remote Physiological Signal Sensing Challenge & Workshop (RePSS 2024)
co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)

### Jeju, South Korea, August 5, 2024.

Edited by

### Xiaobai Li *, ****
Hu Han **
Antitza Dantcheva ***
Shiguang Shan **
Guoying Zhao ****

* Zhejiang University, China
** Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS), China
*** STARS team, INRIA, France
**** University of Oulu, Finland

## Table of Contents

There were 10 papers submitted for peer-review to this workshop. 10 papers were included in this volume (9 papers from the paper submission and one overview paper).

### Papers

- The 3rd Vision-based Remote Physiological Signal Sensing (RePSS) Challenge & Workshop 1-14
  Zhaodong Sun, Xiaobai Li, Hu Han, Jiyang Tang, Chenhang Ying, Jieyi Ge, Antitza Dantcheva, Shiguang Shan, Guoying Zhao
- PCA Lab's Solution for RePSS 2024 by Vision-based Self-supervised Remote Heart Rate Sensing 15-26
  Hang Shao, Lei Luo, Jianjun Qian, Wei Zhuo, Chuanfei Hu, Jian Yang
- Joint Spatial-Temporal Modeling and Contrastive Learning for Self-supervised Heart Rate Measurement 27-39
  Wei Qian, Qi Li, Kun Li, Xinke Wang, Xiao Sun, Meng Wang, Dan Guo
- Video-based Remote Blood Pressure Measurement Using Convolutional Networks and Random Forest 40-50
  Wei Zhuo, Jianjun Qian, Hang Shao, Lei Luo, Jian Yang
- A Two-stage Remote Blood Pressure Estimation Method Based on Selective State Space Model 51-60
  Zizheng Guo, Bochao Zou, Huimin Ma
- Ensemble Deep Learning for Blood Pressure Estimation Using Facial Videos 61-71
  Wei Liu, Bingjie Wu, Menghan Zhou, Xingjian Zheng, Xingyao Wang, Yiping Xie, Chaoqi Luo, Liangli Zhen
- An End-to-end Contrastive Deep-learning Framework for Remote Physiological Signal Measurement 72-81
  Bingjie Wu, Menghan Zhou, Wei Liu, Xingyao Wang, Xingjian Zheng, Yiping Xie, Chaoqi Luo, Liangli Zhen
- UP-Phys: Exploring the Effect of Prior Knowledge in Unsupervised Remote Photoplethysmography 82-90
  Yan Jiang, Mingyue Cao, Hao Yu, Xingyu Liu, Xu Cheng
- DINO-rPPG: Remote Photoplethysmography Measurement using Facial Representation from DINO Guidance 91-101
  Jiho Choi, Sang Jun Lee
- A Transformer-based Method for Non-contact Heart Rate Estimation from Facial Videos Recorded in Realistic Environment 102-109
  Yi Hu, Xuenan Liu, Xinlong Rao, Bojing Li

2024-08-26: submitted by Xiaobai Li, Zhaodong Sun, metadata incl. bibliographic data published under Creative Commons CC0
2024-08-30: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|