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Segmentation-based Background-inference and Small-person Pose Estimation
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  • Fei Gao ,
  • Jiyou Fei ,
  • Hua Li ,
  • Yangjie Huang ,
  • Long Liu
Fei Gao
School of Mechanical Engineering

Corresponding Author:[email protected]

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Jiyou Fei
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Yangjie Huang
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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.
2022Published in IEEE Signal Processing Letters volume 29 on pages 1584-1588. 10.1109/LSP.2022.3186594