Infrared and Laser Engineering, Volume. 50, Issue 2, 20200182(2021)
Target redetection method for object tracking based on correlation filter
In recent years, due to the advantages of fast speed and strong robustness, correlation filter based methods have been developed rapidly in the tracking community. However, when the existing models are used to deal with complex scenes, it is difficult to meet the requirements of practical application. The background aware correlation filter (BACF) suffers from the maximum response weakening problem when handling the challenging scenes, such as rotation of the target appearance, scale variation and out of view, thus result in inaccurate tracking result. In order to tackle these problems, a target redetection method for visual tracking based on correlation filter was proposed. On the basis of the background aware correlation filter, a correlation response detection mechanism was introduced
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Shan Jiang, Chao Zhang, Cheng Han, Xiaoqiang Di. Target redetection method for object tracking based on correlation filter[J]. Infrared and Laser Engineering, 2021, 50(2): 20200182
Category: Image processing
Received: Oct. 15, 2020
Accepted: --
Published Online: Mar. 22, 2021
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