Attention-Based Siamese Region Proposals Network for Visual Tracking

In this paper, we propose a multi-scale visual tracking algorithm based on attention mechanism to solve the problem that the appearance characteristic model of region proposals network has weak ability to distinguish foreground and semantic background. The method introduces attention mechanism on th...

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Bibliographic Details
Main Authors: Fan Wang, Bo Yang, Jingting Li, Xiaopeng Hu, Zhihang Ji
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9081960/