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	--	http://www.eecs.qmul.ac.uk/mmv/datasets/deap/	http://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/