Online video streaming for human tracking based on weighted resampling particle filter

• Main Authors: Prasad, Mukesh, Chang, Liang-Cheng, Gupta, Deepak, Pratama, Mahardhika, Sundaram, Suresh, Lin, Chin-Teng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Human Tracking; Particle Filter; Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/90082; http://hdl.handle.net/10220/49423
• Institution: Nanyang Technological University

This paper proposes a weighted resampling method for particle filter which is applied for human tracking on active camera. The proposed system consists of three major parts which are human detection, human tracking, and camera control. The codebook matching algorithm is used for extracting human reg...