Segmentation-based Background-inference and Small-person Pose Estimation-revised manuscript-V11-not highlighted.pdf (8.31 MB)
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Segmentation-based Background-inference and Small-person Pose Estimation

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posted on 2022-04-21, 19:38 authored by Fei GaoFei Gao, Jiyou Fei, Hua Li, Yangjie Huang, Long Liu

Our manuscript aims to tackle the two tricky problems in pose estimation, confusion caused by the complex background interferences and small persons with low-resolution. Those two problems, even the state-of-the-art methods, such as MultiPoseNet, Detectron2, can’t solve them well. But we achieve superior performances than them.

Our method surpasses the state-of-the-art methods because our novel auxiliary network, which has never appeared in all the previous networks.


National Natural Science Foundation of China 62001079


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School of Mechanical Engineering, Dalian Jiaotong University, Dalian, China

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  • China