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

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
Main Authors: Youming Wang, Xiaoyang Mu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
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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