iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox
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Abstract (arXiv)
Imaging-based, non-contact measurement of physiology (including imaging photoplethysmography and imaging ballistocardiography) is a growing field of research. There are several strengths of imaging methods that make them attractive. They remove the need for uncomfortable contact sensors and can enable spatial and concomitant measurement from a single sensor. Furthermore, cameras are ubiquitous and often low-cost solutions for sensing. Open source toolboxes help accelerate the progress of research by providing a means to compare new approaches against standard implementations of the state-of-the-art. We present an open source imaging-based physiological measurement toolbox with implementations of many of the most frequently employed computational methods. We hope that this toolbox will contribute to the advancement of non-contact physiological sensing methods.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 14 Jan 2019.
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Citing papers per year: 2021: 4; 2022: 2; 2023: 2.
8 papers.
- 2022rPPG-Toolbox: Deep Remote PPG Toolboxcited by 63
- 2021Camera Measurement of Physiological Vital Signscited by 49
- 2023Image Enhancement for Remote Photoplethysmography in a Low-Light Environmentcited by 22
- 2021The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimationcited by 19
- 2021Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentationcited by 6
- 2021Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminationscited by 6
- 2022Instantaneous Physiological Estimation using Video Transformerscited by 5
- 2023Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPGcited by 1
- 2023Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPG24 Jul 2023
- 2023Image Enhancement for Remote Photoplethysmography in a Low-Light Environment16 Mar 2023
- 2022rPPG-Toolbox: Deep Remote PPG Toolbox3 Oct 2022
- 2022Instantaneous Physiological Estimation using Video Transformers24 Feb 2022
- 2021Camera Measurement of Physiological Vital Signs22 Nov 2021
- 2021The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimation22 Sep 2021
- 2021Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminations28 Jul 2021
- 2021Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation10 Jun 2021