Author

B. Riggan

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Preprint Sep 2026

Low-Quality Face Recognition using Center Aligned Representations and Local Margin Constraints

Low-quality face recognition (LQFR) remains challenging due to the difficulty of matching degraded query (probe) images against low-quality (LQ) enrollment (gallery) imagery and the scarcity of training data for large-scale models. While recent face recognition (FR) models perform well on high-quality (HQ) imagery, the...

Vedat Can Dilaver, B. Riggan · 0 citations

Jul 2026

Quality-Aware Multimodal Fusion Reveals Implicit Identity in Valence-Arousal Features

Findings establish multimodal VA estimation as a soft biometric modality complementary to conventional face recognition as a soft biometric modality complementary to conventional face recognition.

jisuk Kim, B. Riggan · arXiv.org · 0 citations