A Lightweight Ensemble-Based Face Image Quality Assessment Method with Correlation-Aware Loss 事件

A Lightweight Ensemble-Based Face Image Quality Assessment Method with Correlation-Aware Loss arXiv:2509.10114v2 Announce Type: replace Abstract: Face image quality assessment (FIQA) plays a critical role in face recognition and verification systems, especially in uncontrolled, real-world environments. Although several methods have been proposed, general-purpose no-reference image quality assessment techniques often fail to capture face-specific degradations. Meanwhile, state-of-the-art FIQA mo