arxivcs.CV2026-07-23
Quality-Aware Multimodal Fusion Reveals Implicit Identity in Valence-Arousal Features
Conventional face recognition relies on static appearance cues and degrades in unconstrained settings with expression variation, occlusion, and poor lighting. We hypothesize that audiovisual expression dynamics carry identity-discriminative information complementary to static app…