A service to evaluate the performance of tracking and recognition of events

Li, Yan (2006) A service to evaluate the performance of tracking and recognition of events. (MSc(R) thesis), Kingston University.

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Abstract

In this thesis, the different approaches used for evaluating the results of tracking algorithms, and in particular for analysis of football (soccer) tracking results, are discussed. The focus of the study is on systems with multiple static cameras. The appropriate data representation and ground truth capture methods are described, and evaluation measures that indicate the performance of any given automatic tracker are presented. The evaluation method is demonstrated to compare results of an implemented multi-camera tracker. The design and implementation of web based resources providing a performance evaluation service is also discussed.

Item Type: Thesis (MSc(R))
Physical Location: This item is held in stock at Kingston University Library.
Research Area: Computer science and informatics
Faculty, School or Research Centre: Faculty of Computing, Information Systems and Mathematics (until 2011)
Faculty of Computing, Information Systems and Mathematics (until 2011) > Digital Imaging Research Centre (DIRC)
Depositing User: Katrina Clifford
Date Deposited: 17 Apr 2012 14:55
Last Modified: 30 May 2014 13:40
URI: http://eprints.kingston.ac.uk/id/eprint/21535

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