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    ARTICLE

    Review on Video Object Tracking Based on Deep Learning

    Fangming Bi1,2, Xin Ma1,2, Wei Chen1,2,*, Weidong Fang3, Huayi Chen1,2, Jingru Li1,2, Biruk Assefa1,4

    Journal of New Media, Vol.1, No.2, pp. 63-74, 2019, DOI:10.32604/jnm.2019.06253

    Abstract Video object tracking is an important research topic of computer vision, which finds a wide range of applications in video surveillance, robotics, human-computer interaction and so on. Although many moving object tracking algorithms have been proposed, there are still many difficulties in the actual tracking process, such as illumination change, occlusion, motion blurring, scale change, self-change and so on. Therefore, the development of object tracking technology is still challenging. The emergence of deep learning theory and method provides a new opportunity for the research of object tracking, and it is also the main theoretical framework for the research of moving… More >

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