The 1st Challenge on Remote Physiological Signal Sensing (RePSS)
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Abstract (arXiv)
Remote measurement of physiological signals from videos is an emerging topic. The topic draws great interests, but the lack of publicly available benchmark databases and a fair validation platform are hindering its further development. For this concern, we organize the first challenge on Remote Physiological Signal Sensing (RePSS), in which two databases of VIPL and OBF are provided as the benchmark for kin researchers to evaluate their approaches. The 1st challenge of RePSS focuses on measuring the average heart rate from facial videos, which is the basic problem of remote physiological measurement. This paper presents an overview of the challenge, including data, protocol, analysis of results and discussion. The top ranked solutions are highlighted to provide insights for researchers, and future directions are outlined for this topic and this challenge.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 26 Mar 2020.
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Citing papers per year: 2021: 3; 2022: 0; 2023: 2; 2024: 1.
6 papers.
- 2021The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Videocited by 66
- 2021Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Losscited by 23
- 2021The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimationcited by 19
- 2023Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPGcited by 1
- 2024Joint Spatial-Temporal Modeling and Contrastive Learning for Self-supervised Heart Rate Measurementcited by 1
- 2023Academic competitionscited by 0
- 2024Joint Spatial-Temporal Modeling and Contrastive Learning for Self-supervised Heart Rate Measurement7 Jun 2024
- 2023Academic competitions1 Dec 2023
- 2023Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPG24 Jul 2023
- 2021The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video18 Nov 2021
- 2021The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimation22 Sep 2021
- 2021Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss16 Jul 2021