Segmentation-based Background-inference and Small-person Pose Estimation-revised manuscript-V11-not highlighted.pdf (8.31 MB)Download file
Segmentation-based Background-inference and Small-person Pose Estimation
preprintposted 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
Email Address of Submitting Authorgao.firstname.lastname@example.org
ORCID of Submitting Author0000-0003-4398-7194
Submitting Author's InstitutionSchool of Mechanical Engineering, Dalian Jiaotong University, Dalian, China
Submitting Author's Country