Long-term tracking with transformer and template update

Long-term tracking with transformer and template update

Abstract Aiming at the tracking failure due to the disappearance of the target in the long-term target tracking process, this paper proposes a long-term target tracking network based on the visual transformer and template update. First of all, we construct a feature extraction network based on the t...

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Bibliographic Details
Main Authors: Hongying Zhang, Xiaowen Peng, Xuyong Wang
Format: Article
Language:English
Published: SpringerOpen 2022-12-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Transformer
Long-term tracking
Template update
Online Access:https://doi.org/10.1186/s13634-022-00954-4

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