Author name: Jinlin You, Muyu Li, Xudong Zhao

FreqTrack: Frequency Learning based Vision Transformer for RGB-Event Object Tracking

Jinlin You, Muyu Li, Xudong Zhao / April 17, 2026

arXiv:2604.14526v1 Announce Type: new
Abstract: 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 capabilities. However,…

cs.AI, cs.CV

Event-Adaptive State Transition and Gated Fusion for RGB-Event Object Tracking

Jinlin You, Muyu Li, Xudong Zhao / April 16, 2026

arXiv:2604.13426v1 Announce Type: cross
Abstract: 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 leads to imbalanced m…