Tracklet association with online target-specific metric learning

• Main Authors: Wang, Gang, Chan, Kap Luk, Wang, Bing, Wang, Li
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/103210; http://hdl.handle.net/10220/25754
• Institution: Nanyang Technological University

This paper presents a novel introduction of online target-specific metric learning in track fragment (tracklet) association by network flow optimization for long-term multi-person tracking. Different from other network flow formulation, each node in our network represents a tracklet, and each edge r...