A Transformer-based visual object tracker via learning immediate appearance change

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Yifan Li, Xiaotao Liu, Dian Yuan, Jiaoying Wang, Peng Wu, Jing Liu

Published: 01 Jan 2024, Last Modified: 13 Nov 2024Pattern Recognit. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A transformer tracking framework modeling spatial–temporal features is proposed.•A temporal information extractor is proposed to learn immediate appearance change.•A spatial–temporal context enhanced fusion module is proposed to integrate features.