Transformer-based RGB-T Tracking with Channel and Spatial Feature Fusion

arXiv:2405.03177v1 Announce Type: new
Abstract: Complementary RGB and TIR modalities enable RGB-T tracking to achieve competitive performance in challenging scenarios. Therefore, how to better fuse cross-modal features is the core issue of RGB-T tracking. Some previous methods either insufficiently fuse RGB and TIR features, or depend on intermediaries containing information from both modalities to achieve cross-modal information interaction. The former does not fully exploit the potential of using only RGB and TIR information of the template or search region for …

arxiv cs.cv feature fusion spatial tracking transformer type