PRISM: Person Reidentification via Structured Matching

• Published in: IEEE transactions on circuits and systems for video technology Vol. 27; no. 3; pp. 499 - 512
• Main Authors: Ziming Zhang, Saligrama, Venkatesh
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.03.2017; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Cameras; Co-occurrence of visual patterns; Graph matching; Image color analysis; Lighting; Measurement; person reidentification (re-id); State of the art; structured learning; Testing; Training; Visualization; weighted bipartite matching

Person reidentification (re-id), an emerging problem in visual surveillance, deals with maintaining the identities of individuals while they traverse various locations surveilled by a camera network. Motivated by real-world scenarios, we propose a method that seeks to simultaneously identify who amo...