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20232026
most citedContrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast

62 citations · 69 across the 7 of their papers we have counts for

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7 papers · 1 filter

cs.CV2026

MAC 2026: Advancing Micro-Action Analysis Towards Fine-Grained Understanding

Kun Li, Dan Guo, Jihao Gu +6

Micro-Actions (MAs) are subtle and spontaneous human behaviors that provide important non-verbal cues in social interaction and affective communication. However, their short durati…

cs.CV2026

CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors

Hui Wei, Seyedata Jodeiri Seyedian, Xiaobai Li +1

Deep remote photoplethysmography (rPPG) attains sub-bpm heart-rate error on frontal, stationary faces yet degrades sharply under head pose: on MMPD, the state-of-the-art FactorizeP…

cs.CV2026

MVRD-Bench: Multi-View Learning and Benchmarking for Dynamic Remote Photoplethysmography under Occlusion

Zuxian He, Xu Cheng, Zhaodong Sun +4

Remote photoplethysmography (rPPG) is a non-contact technique that estimates physiological signals by analyzing subtle skin color changes in facial videos. Existing rPPG methods of…

cs.CV2025

Radar-APLANC: Unsupervised Radar-based Heartbeat Sensing via Augmented Pseudo-Label and Noise Contrast

Ying Wang, Zhaodong Sun, Xu Cheng +2

Frequency Modulated Continuous Wave (FMCW) radars can measure subtle chest wall oscillations to enable non-contact heartbeat sensing. However, traditional radar-based heartbeat sen…

cs.CV2024★ 7 cited

Biometric Authentication Based on Enhanced Remote Photoplethysmography Signal Morphology

Zhaodong Sun, Xiaobai Li, Jukka Komulainen +1

Remote photoplethysmography (rPPG) is a non-contact method for measuring cardiac signals from facial videos, offering a convenient alternative to contact photoplethysmography (cPPG…

cs.CV2024

Analyzing Participants' Engagement during Online Meetings Using Unsupervised Remote Photoplethysmography with Behavioral Features

Alexander Vedernikov, Zhaodong Sun, Virpi-Liisa Kykyri +3

Engagement measurement finds application in healthcare, education, services. The use of physiological and behavioral features is viable, but the impracticality of traditional physi…

cs.CV2023★ 62 cited

Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast

Zhaodong Sun, Xiaobai Li

Video-based remote physiological measurement utilizes facial videos to measure the blood volume change signal, which is also called remote photoplethysmography (rPPG). Supervised m…