Performance analysis for automated gait extraction and recognition in multi-camera surveillance

• Published in: Multimedia tools and applications Vol. 50; no. 1; pp. 75 - 94
• Main Authors: Goffredo, Michela, Bouchrika, Imed, Carter, John N., Nixon, Mark S.
• Format: Journal Article
• Language: English
• Published: Boston Springer US 01.10.2010; Springer Nature B.V
• Subjects: Analysis; Automation; Biometrics; Calibration; Cameras; Computer Communication Networks; Computer Science; Cooperation; Data compression; Data Structures and Information Theory; Digital cameras; Gait; Image processing systems; Multimedia; Multimedia computer applications; Multimedia Information Systems; Recognition; Special Purpose and Application-Based Systems; Studies; Surveillance; Walking; Biometrics; Multi-view; Surveillance; Gait analysis; Gait recognition; Object handover

Many studies have confirmed that gait analysis can be used as a new biometrics. In this research, gait analysis is deployed for people identification in multi-camera surveillance scenarios. We present a new method for viewpoint independent markerless gait analysis that does not require camera calibr...