Coordinate-aware thermal infrared tracking via natural language modeling

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Miao Yan, Ping Zhang, Haofei Zhang, Ruqian Hao, Juanxiu Liu, Xiaoyang Wang, Lin Liu

Published: 01 Jan 2025, Last Modified: 12 Sept 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•It is the first time that TIR object tracking is cast as a language modeling task.•A multi-level progressive fusion module is devised to enrich the representation.•Coordinate information is integrated into the cross-entropy loss.•There is no need to build an additional prediction branch to assess reliability.