Brian Y. Lim

AlignFace: Human-Aligned Face Similarity Metric with Interpretable Concept Relations

AlignFace is proposed, an interpretable, human-aligned, face similarity metric that encodes these cognitive principles through ante-hoc modeling and significantly improves alignment with human subpopulation perceptions compared to baseline metrics, including recent domain-free learned perceptual metrics.