Dual-Template Siamese Network with Attention Feature Fusion for Object Tracking

Dual-Template Siamese Network with Attention Feature Fusion for Object Tracking

In order to alleviate the adverse effects resulted from complex scenes for object tracking, such as fast movement, mottled background, interference of similar objects, and occlusion etc., an algorithm using dual-template Siamese network with attention feature fusion, named SiamDT, is proposed in thi...

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Bibliographic Details
Main Authors: M. H. Liu, J. T. Shi, Y. Wang
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2023-09-01
Series:Radioengineering
Subjects:
object tracking
siamese network
feature extraction
feature fusion
attention mechanism
Online Access:https://www.radioeng.cz/fulltexts/2023/23_03_0371_0380.pdf

Internet

https://www.radioeng.cz/fulltexts/2023/23_03_0371_0380.pdf

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