Temporal relation transformer for robust visual tracking with dual-memory learning

Guohao Nie, Xingmei Wang, Zining Yan, Xiaoyuan Xu, Bo Liu

Abstract: Highlights•A succinct baseline for tracking temporal changes in dynamic scenes.•Design attention to efficiently exchange inter- and intra-frame information.•Pairing targets with contextual hints to establish a noise-reduced memory mechanism.•Selectively storing target memories by leveraging prominent aspects of the target.