Efficient transformer tracking with adaptive attention

Abstract Recently, several trackers utilising Transformer architecture have shown significant performance improvement. However, the high computational cost of multi‐head attention, a core component in the Transformer, has limited real‐time running speed, which is crucial for tracking tasks. Addition...

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Bibliographic Details
Main Authors: Dingkun Xiao, Zhenzhong Wei, Guangjun Zhang
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Computer Vision
Subjects:
Online Access:https://doi.org/10.1049/cvi2.12315
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