Scaling-Invariant Max-Filtering Enhancement Transformers for Efficient Visual Tracking

Scaling-Invariant Max-Filtering Enhancement Transformers for Efficient Visual Tracking

Real-time tracking is one of the most challenging problems in computer vision. Most Transformer-based trackers usually require expensive computational and storage power, which leads to these robust trackers being unable to achieve satisfactory real-time performance in resource-constrained devices. I...

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Bibliographic Details
Main Authors: Zhen Chen, Xingzhong Xiong, Fanqin Meng, Xianbing Xiao, Jun Liu
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Electronics
Subjects:
real-time tracking
lightweight transformers
attention mechanism
deep learning
Online Access:https://www.mdpi.com/2079-9292/12/18/3905

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https://www.mdpi.com/2079-9292/12/18/3905

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