Discovering attention-guided cross-modality correlation for visible-infrared person re-identification

Hao Yu, Xu Cheng, Kevin Ho Man Cheng, Wei Peng, Zitong Yu, Guoying Zhao

Abstract: Highlights•A novel attention-guided cross-modality correlation approach for VI Re-ID.•A modality-aware attention mechanism is utilized to mine modality-shared regions and discriminative patterns.•An attention-guided channel and spatial correlation scheme is developed to relieve the modality discrepancies.•An effective joint-modality learning head is designed to promote metric and mutual learning in feature distribution and classification logits levels.