2 papers
cs.CV2026
FreqTrack: Frequency Learning based Vision Transformer for RGB-Event Object Tracking
Jinlin You, Muyu Li, Xudong Zhao
Existing single-modal RGB trackers often face performance bottlenecks in complex dynamic scenes, while the introduction of event sensors offers new potential for enhancing tracking…
cs.CV2026
Event-Adaptive State Transition and Gated Fusion for RGB-Event Object Tracking
Jinlin You, Muyu Li, Xudong Zhao
Existing Vision Mamba-based RGB-Event(RGBE) tracking methods suffer from using static state transition matrices, which fail to adapt to variations in event sparsity. This rigidity…