Multi-layer features template update object tracking algorithm based on SiamFC++

Multi-layer features template update object tracking algorithm based on SiamFC++

Abstract SiamFC++ only extracts the object feature of the first frame as a tracking template, and only uses the highest level feature maps in both the classification branch and the regression branch, so that the respective characteristics of the two branches are not fully utilized. In view of this,...

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Bibliographic Details
Main Authors: Xiaofeng Lu, Xuan Wang, Zhengyang Wang, Xinhong Hei
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:EURASIP Journal on Image and Video Processing
Subjects:
Object tracking
Fully convolutional Siamese networks
Template update
Mutual information
FPN
Online Access:https://doi.org/10.1186/s13640-023-00616-x

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