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An Improved Long-term Correlation Tracking Method with Occlusion Handling

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摘要

By improving the long-term correlation tracking algorithm (LCT), an effective object tracking method (ILCT) is proposed to address the issue of occlusion. If the object is judged being occluded by the designed criterion, which is based on the characteristic of response value curve, an added re-detector will perform re-detection and the tracker is ordered to stop. Besides, a filtering and adoption strategy of re-detection results is given to choose the most reliable one for the re-initialization of the tracker. Extensive experiments are carried out under the conditions of occlusion and the results demonstrate that ILCT outperforms some state-of-the-art methods in terms of accuracy and robustness.

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作者单位:

    Shanghai Jiao Tong University, School of Aeronautics and Astronautics
    Shanghai Jiao Tong University
    Shanghai Jiao Tong University, School of Aeronautics and Astronautics
    Shanghai Jiao Tong University, School of Aeronautics and Astronautics

引用该论文

Zhao Junhao,Xiao Gang,Zhang Xingchen,Bavirisetti Durga Prasad. An Improved Long-term Correlation Tracking Method with Occlusion Handling[J].Chinese Optics Letters,2019,17(3):03.