Learning to Disentangle Scenes for Person Re-identification
Xianghao Zang,
Ge Li,
Wei Gao
et al.
Abstract:There are many challenging problems in the person re-identification (ReID) task, such as the occlusion and scale variation. Existing works usually tried to solve them by employing a one-branch network. This one-branch network needs to be robust to various challenging problems, which makes this network overburdened. This paper proposes to divide-and-conquer the ReID task. For this purpose, we employ several self-supervision operations to simulate different challenging problems and handle each challenging proble… Show more
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