CUED Publications database

Video tracking using dual-treewavelet polar matching and particle filtering

Pang, SK and Nelson, JDB and Godsill, SJ and Kingsbury, NG (2008) Video tracking using dual-treewavelet polar matching and particle filtering. IET Seminar Digest, 2008. pp. 77-86.

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Abstract

In this paper, we describe a video tracking application using the dual-tree polar matching algorithm. The models are specified in a probabilistic setting, and a particle ilter is used to perform the sequential inference. Computer simulations demonstrate the ability of the algorithm to track a simulated video moving target in an urban environment with complete and partial occlusions. © The Institution of Engineering and Technology.

Item Type: Article
Uncontrolled Keywords: Dual-tree wavelet Particle filtering Polar matching Video tracking
Subjects: UNSPECIFIED
Divisions: Div F > Signal Processing and Communications
Depositing User: Cron Job
Date Deposited: 07 Mar 2014 12:34
Last Modified: 27 Nov 2014 19:20
DOI: 10.1049/ic:20080059