CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors
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 FactorizePhys backbone's MAE grows $1.60\times$ from frontal ($|\text{yaw}|{
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- LinkedLinked via arxiv author · 85%Zhihui Wei →
“CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors”
- LinkedLinked via arxiv author · 85%Seyedata Jodeiri Seyedian →
“CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors”
- LinkedLinked via arxiv author · 85%Xiaobai Li →
“CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors”
- LinkedLinked via arxiv author · 85%Guoying Zhao →
“CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors”