Zhong Zhang

HDPF: Hierarchical Dual-Perspective Collaborative Modeling for Multimodal Image Fusion

Different imaging modalities exhibit inherent discrepancies in intensity characteristics and information representation, resulting in pronounced heterogeneity among multimodal features. When these heterogeneous features are directly learned and fused within a unified representation space, feature coupling may arise, le...