Motion Guided Siamese Trackers for Visual Tracking

Motion Guided Siamese Trackers for Visual Tracking

Siamese trackers learn the appearance model of the target in the first frame and then exploit the model to locate the target in the subsequent frames. Meanwhile, the appearance model remains unchanged in the subsequent frames. Due to the powerful feature extraction capability of the deep convolution...

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Bibliographic Details
Main Authors: Chenglong Wu, Yue Zhang, Yi Zhang, Wenkai Zhang, Hongqi Wang, Yunyan Zhang, Xian Sun
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Siamese trackers
convolutional neural networks
motion model
discriminative model
tracking drift
background clutters
Online Access:https://ieeexplore.ieee.org/document/8950457/

Internet

https://ieeexplore.ieee.org/document/8950457/

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