A Target Tracking Method Based on a Pyramid Channel Attention Mechanism

A Target Tracking Method Based on a Pyramid Channel Attention Mechanism

To enhance the tracking performance of transformer-based trackers in complex scenes, we propose a novel visual object tracking method that incorporates three key components: a pyramid channel attention mechanism, a hierarchical cross-attention structure, and an attention-guided multi-layer perceptro...

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Bibliographic Details
Main Authors: Dongxuan Zhao, Yunsong Li, Jiaxing Li, Xiping Duan, Ning Ma, Yuhe Wang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Sensors
Subjects:
target tracking
deep learning
transformer
feature extraction
feature fusion
Online Access:https://www.mdpi.com/1424-8220/25/10/3214
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