RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement

Improved motion robustness of remote-PPG by using the blood volume pulse signature

De Haan, G.; and Van Leest, A. 2014 · 1913

Earlier work this paper cites.

Remote plethysmographic imaging using ambient light

Verkruysse, W.; Svaasand, L. O.; and Nelson, J. S. 2008 · 2008

Earlier work this paper cites.

An image is worth 16x16 words: Transformers for image recognition at scale

Original

Dosovitskiy, A.; Beyer, L.; Kolesnikov, A.; Weissenborn, D.; Zhai, X.; Unterthiner, T.; Dehghani, M.; Minderer, M.; Heigold, G.; Gelly, S.; et al. 2020 · 2010

Earlier work this paper cites.

Non-contact, automated cardiac pulse measurements using video imaging and blind source separation

Poh, M.-Z.; McDuff, D. J.; and Picard, R. W. 2010 · 2010

Earlier work this paper cites.

Robust pulse rate from chrominance-based rPPG

De Haan, G.; and Jeanne, V. 2013 · 2013

Earlier work this paper cites.

Non-contact video-based pulse rate measurement on a mobile service robot

Stricker, R.; Müller, S.; and Gross, H.-M. 2014 · 2014

Earlier work this paper cites.

Algorithmic principles of remote PPG

Wang, W.; Den Brinker, A. C.; Stuijk, S.; and De Haan, G. 2016 · 2016

Earlier work this paper cites.

Attention is all you need

Vaswani, A.; Shazeer, N.; Parmar, N.; Uszkoreit, J.; Jones, L.; Gomez, A. N.; Kaiser, Ł.; and Polosukhin, I. 2017 · 2017

Earlier work this paper cites.

Deepphys: Video-based physiological measurement using convolutional attention networks

Chen, W.; and McDuff, D. 2018 · 2018

Earlier work this paper cites.

Synrhythm: Learning a deep heart rate estimator from general to specific

Niu, X.; Han, H.; Shan, S.; and Chen, X. 2018 · 2018

Earlier work this paper cites.

Local group invariance for heart rate estimation from face videos in the wild

Pilz, C. S.; Zaunseder, S.; Krajewski, J.; and Blazek, V. 2018 · 2018

Earlier work this paper cites.

Visual heart rate estimation with convolutional neural network

Špetlík, R.; Franc, V.; and Matas, J. 2018 · 2018

Earlier work this paper cites.

Unsupervised skin tissue segmentation for remote photoplethysmography

Bobbia, S.; Macwan, R.; Benezeth, Y.; Mansouri, A.; and Dubois, J. 2019 · 2019

Earlier work this paper cites.

Rhythmnet: End-to-end heart rate estimation from face via spatial-temporal representation

Niu, X.; Shan, S.; Han, H.; and Chen, X. 2019 · 2019

Earlier work this paper cites.

Remote photoplethysmograph signal measurement from facial videos using spatio-temporal networks

Yu, Z.; Li, X.; and Zhao, G. 2019 · 2019

Earlier work this paper cites.

Remote heart rate measurement from highly compressed facial videos: an end-to-end deep learning solution with video enhancement

Yu, Z.; Peng, W.; Li, X.; Hong, X.; and Zhao, G. 2019 · 2019

Cited alongside, same era.

Multi-task temporal shift attention networks for on-device contactless vitals measurement

Liu, X.; Fromm, J.; Patel, S.; and McDuff, D. 2020 · 2020

Cited alongside, same era.

Video-based remote physiological measurement via cross-verified feature disentangling

Niu, X.; Yu, Z.; Han, H.; Li, X.; Shan, S.; and Zhao, G. 2020 · 2020

Cited alongside, same era.

Autohr: A strong end-to-end baseline for remote heart rate measurement with neural searching

Yu, Z.; Li, X.; Niu, X.; Shi, J.; and Zhao, G. 2020 · 2020

Cited alongside, same era.

Vivit: A video vision transformer

Arnab, A.; Dehghani, M.; Heigold, G.; Sun, C.; Lučić, M.; and Schmid, C. 2021 · 2021

Cited alongside, same era.

Neuron Structure Modeling for Generalizable Remote Physiological Measurement

Lu, H.; Yu, Z.; Niu, X.; and Chen, Y.-C. 2023 · 2023

Later among the works it cites.

Camera measurement of physiological vital signs

McDuff, D. 2023 · 2023

Later among the works it cites.

TranPhys: Spatiotemporal Masked Transformer Steered Remote Photoplethysmography Estimation

Shao, H.; Luo, L.; Qian, J.; Chen, S.; Hu, C.; and Yang, J. 2023 · 2023

Later among the works it cites.

MMPD: Multi-Domain Mobile Video Physiology Dataset

Tang, J.; Chen, K.; Wang, Y.; Shi, Y.; Patel, S.; McDuff, D.; and Liu, X. 2023 · 2023

Later among the works it cites.

Physformer++: Facial video-based physiological measurement with slowfast temporal difference transformer

Yu, Z.; Shen, Y.; Shi, J.; Zhao, H.; Cui, Y.; Zhang, J.; Torr, P.; and Zhao, G. 2023 · 2023

Later among the works it cites.

Facial video-based remote physiological measurement via self-supervised learning