Dynamic Siamese Network With Adaptive Kalman Filter for Object Tracking in Complex Scenes

Due to the deficiency of prior information for online updating process, the tracking accuracy of fully-convolutional Siamese network (SiamFC) in complex scenes such as similar object interference, fast moving, and appearance change is not good. To solve the problem, a new object tracker based on a d...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Youming Wang, Xiaoyang Mu
Format: Article
Language:English
Published: IEEE 2020-01-01
Subjects:
Object tracking
Siamese network
Kalman filter
template updating
Online Access:https://ieeexplore.ieee.org/document/9290126/

Internet

https://ieeexplore.ieee.org/document/9290126/

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