Cooperative Use of Recurrent Neural Network and Siamese Region Proposal Network for Robust Visual Tracking

Cooperative Use of Recurrent Neural Network and Siamese Region Proposal Network for Robust Visual Tracking

In order to solve the problems of unbalanced sample data and the lack of consideration of temporal information in existing Siamese-based trackers, this paper proposes a Siamese recurrent neural network and region proposal network (Siamese R-RPN), which can be trained in an end-to-end manner. Siamese...

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Bibliographic Details
Main Authors: Xuechen Zhao, Yaoming Liu, Guang Han
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Object tracking
recurrent neural network LSTM
Siamese network
region proposal network
attention mechanism
Online Access:https://ieeexplore.ieee.org/document/9400810/

Internet

https://ieeexplore.ieee.org/document/9400810/

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