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rPPG-Trends

Trends in rPPG. Coming soon...

Datasets

Short Name Publish Year Subject Number Video Number Official Website Download URL Paper URL
1 UBFC-rPPG 2017 42 42 https://sites.google.com/view/ybenezeth/ubfcrppg apply https://www.sciencedirect.com/science/article/abs/pii/S0167865517303860
2 UBFC-Phys 2021 56 168 https://sites.google.com/view/ybenezeth/ubfc-phys https://ieee-dataport.org/open-access/ubfc-phys-2 https://ieeexplore.ieee.org/document/9346017
3 VIPL-HR-V1 2018 107 3130 https://vipl.ict.ac.cn/resources/databases/201811/t20181129_32716.html apply https://arxiv.org/abs/1810.04927v2
4 VIPL-HR-V2 2020 500 2500 https://vipl.ict.ac.cn/resources/databases/202007/t20200714_32718.html apply https://arxiv.org/abs/2003.11756
5 OBF 2017 106 2121 -- apply https://ieeexplore.ieee.org/document/8373836
6 MMSE-HR 2012 40 102 https://binghamton.technologypublisher.com/tech/MMSE-HR_dataset_(Multimodal_Spontaneous_Expression-Heart_Rate_dataset) apply https://ieeexplore.ieee.org/document/7780743
7 MAHNOB-HCI 2012 27 527 https://mahnob-db.eu/hci-tagging/ apply https://ieeexplore.ieee.org/document/5975141
8 PFF 2018 13 104 -- apply https://ieeexplore.ieee.org/document/8272721
9 PURE 2014 10 60 https://www.tu-ilmenau.de/en/university/departments/department-of-computer-science-and-automation/profile/institutes-and-groups/institute-of-computer-and-systems-engineering/group-for-neuroinformatics-and-cognitive-robotics/data-sets-code/pulse-rate-detection-dataset-pure apply https://ieeexplore.ieee.org/document/6926392
10 Deap 2011 22 -- https://www.eecs.qmul.ac.uk/mmv/datasets/deap/ https://www.eecs.qmul.ac.uk/mmv/datasets/deap/download.html https://ieeexplore.ieee.org/abstract/document/5871728
11 HRVCam 2021 16 -- -- https://rice.app.box.com/s/noy6vn7k5g5bfvl9o6ekcjmgc9ng4yel https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-26/issue-02/022707/HRVCam-robust-camera-based-measurement-of-heart-rate-variability/10.1117/1.JBO.26.2.022707.full?SSO=1&tab=ArticleLink
12 NICU 2021 257 1130 -- apply https://www.sciencedirect.com/science/article/abs/pii/S0952197621002955?via%3Dihub
13 COHFACE 2017 40 160 https://www.idiap.ch/en/dataset/cohface https://zenodo.org/record/4081054#.Y5miz9JBzJU https://github.com/bioidiap/bob.db.cohface https://arxiv.org/abs/1709.00962
14 LGI-PPGI 2018 25 100 https://github.com/partofthestars/LGI-PPGI-DB https://github.com/partofthestars/LGI-PPGI-DB https://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w27/Pilz_Local_Group_Invariance_CVPR_2018_paper.pdf
15 V4V 2021 -- -- https://vision4vitals.github.io/ https://vision4vitals.github.io/v4v_dataset.html https://arxiv.org/abs/2109.10471
16 ECG-Fitness 2018 17 207 https://cmp.felk.cvut.cz/~spetlrad/ecg-fitness/ apply https://cmp.felk.cvut.cz/~spetlrad/ecg-fitness/visual-heart-rate.pdf
17 Vicar-PPG-2 2020 10 400 https://docs.google.com/forms/d/e/1FAIpQLScwnW_D5M4JVovPzpxA0Bf1ZCTaG5vh7sYu48I0MVSpgltvdw/viewform apply https://arxiv.org/abs/2012.15846

Toolbox

github Paper URL
https://github.com/danmcduff/iphys-toolbox https://arxiv.org/abs/1901.04366
https://github.com/partofthestars/PPGI-Toolbox https://www.nature.com/articles/s41746-021-00462-z
https://github.com/ubicomplab/rPPG-Toolbox https://arxiv.org/abs/2210.00716

Paper

paper

Training Framework

https://github.com/Z-Xiong/torchrppg
https://github.com/remotebiosensing/rppg
https://github.com/phuselab/pyVHR
https://github.com/terbed/Deep-rPPG
https://github.com/MayYoY/MyCode

Products

https://nuralogix.ai/
https://mxlabs.ai/technology/
https://www.faceheart.com/technology.php
https://veyetals.com/
https://www.binah.ai/
https://www.vpgmedical.com/

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Trends in rPPG.

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