Lu-Ming Xiao

Semantic-Aware Consistency Rectification for Cross-Modal Person Retrieval

Text-to-Image Person Retrieval (TIPR) faces significant challenges due to the “one-to-many” nature of cross-modal matching, where a single identity corresponds to multiple images with varying viewpoints. Standard metric learning approaches often enforce rigid alignment between a text description and all same-identity i...