BV-Person: A Large-scale dataset for bird-view person re-identification

• Main Authors: YAN, Cheng, PANG, Guansong, WANG, Lei, JIAO, Jile, FENG, Xuetao, SHEN, Chunhua, LI, Jingjing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Datasets and evaluation; Image and video retrieval; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/7312; https://ink.library.smu.edu.sg/context/sis_research/article/8315/viewcontent/BV_Person_ICCV_2021_av_oa.pdf
• Institution: Singapore Management University

Person Re-IDentification (ReID) aims at re-identifying persons from non-overlapping cameras. Existing person ReID studies focus on horizontal-view ReID tasks, in which the person images are captured by the cameras from a (nearly) horizontal view. In this work we introduce a new ReID task, bird-view...