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PETS2010 and PETS2009 evaluation of results using individual ground truthed single views

Ellis, A. and Ferryman, J. M. (2010) PETS2010 and PETS2009 evaluation of results using individual ground truthed single views. In: Proceedings of the 7th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2010). IEEE, pp. 135-142. ISBN 9780769542645

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To link to this item DOI: 10.1109/AVSS.2010.89

Abstract/Summary

This paper presents the results of the crowd image analysis challenge of the PETS2010 workshop. The evaluation was carried out using a selection of the metrics developed in the Video Analysis and Content Extraction (VACE) program and the CLassification of Events, Activities, and Relationships (CLEAR) consortium. The PETS 2010 evaluation was performed using new ground truthing create from each independant two dimensional view. In addition, the performance of the submissions to the PETS 2009 and Winter-PETS 2009 were evaluated and included in the results. The evaluation highlights the detection and tracking performance of the authors’ systems in areas such as precision, accuracy and robustness.

Item Type:Book or Report Section
Refereed:Yes
Divisions:Faculty of Science > School of Mathematical, Physical and Computational Sciences > Department of Computer Science
ID Code:17436
Uncontrolled Keywords:image processing; PETS2009 evaluation; PETS2010 evaluation; classification of events, activities and relationships consortium; crowd image analysis; ground truthing; individual ground truthed single views; video analysis and content extraction program
Additional Information:Conference held 29 Aug - 1 Sept 2010 in Boston, USA.
Publisher:IEEE

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