Last updated: 2026-08-01
This repository is a collection of rPPG methods. I will update it gradually, if you have any suggestions or questions, please feel free to contact me. If you know any other methods, please create a issue or pull request. If you find this repository helpful, please give me a star.
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2026-08-01: Add ECCV 2026 and IJCV 2026 papers.
| Title | Publication | Code |
|---|---|---|
| Remote photoplethysmography for heart rate measurement: A review | BSPC 2023 | - |
| Camera Measurement of Physiological Vital Signs | ACM Computing Surveys 2021 | - |
| Video-Based Heart Rate Measurement: Recent Advances and Future Prospects | TIM 2019 | - |
| Title | Publication | Code |
|---|---|---|
| Face2PPG: An Unsupervised Pipeline for Blood Volume Pulse Extraction From Faces (OMIT) | IEEE JBHI 2023 | - |
| Local Group Invariance for Heart Rate Estimation from Face Videos in the Wild (LGI) | CVPRW 2018 | - |
| Algorithmic Principles of Remote PPG (POS) | IEEE TBME 2016 | - |
| A Novel Algorithm for Remote Photoplethysmography: Spatial Subspace Rotation (2SR) | IEEE TBME 2015 | - |
| Improved motion robustness of remote-PPG by using the blood volume pulse signature (PBV) | Physiological Measurement 2014 | - |
| Robust Pulse Rate From Chrominance-Based rPPG (CHROM) | IEEE TBME 2013 | - |
| Measuring pulse rate with a webcam—a non-contact method for evaluating cardiac activity (PCA) | FedCSIS 2011 | - |
| Remote plethysmographic imaging using ambient light | Optics Express 2008 |
| Title | Publication | Code |
|---|---|---|
| Phys-EdiGAN: A privacy-preserving method for editing physiological signals in facial videos (Phys-EdiGAN) | Pattern Recognition 2026 | - |
| De-identification of facial videos while preserving remote physiological utility | BMVC 2023 | github |
| PulseEdit: Editing Physiological Signals in Facial Videos for Privacy Protection (PulseEdit) | IEEE TIFS 2022 | - |
| Privacy-Phys: Facial Video-Based Physiological Modification for Privacy Protection (Privacy-Phys) | IEEE SPL 2022 | - |
| Title | Publication | Code |
|---|---|---|
| rPPG-Toolbox: Deep Remote PPG Toolbox (rPPG-Toolbox) | NeurIPS 2023 | github |
| Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPG | arXiv 2023 | github |
| pyVHR: a Python framework for remote photoplethysmography(pyVHR) | Computer Science 2022 | github |
| Evaluation of biases in remote photoplethysmography methods(matlab) | npj Digital Medicine 2021 | github |
| iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox(matlab) | arXiv, 2019 | github |