Occluded person re-identification with single-scale global representations

• Main Authors: YAN, Cheng, PANG, Guansong, JIAO, Jile, BAI, Xiao, FENG, Xuetao, SHEN, Chunhua
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Image and video retrieval; Datasets and evaluation; Representation learning; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/7313; https://ink.library.smu.edu.sg/context/sis_research/article/8316/viewcontent/Occluded_Person_Re_Identification_ICCV_2021_av_oa.pdf
• Institution: Singapore Management University

Occluded person re-identification (ReID) aims at re-identifying occluded pedestrians from occluded or holistic images taken across multiple cameras. Current state-of-the-art (SOTA) occluded ReID models rely on some auxiliary modules, including pose estimation, feature pyramid and graph matching modu...