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2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance (2010)
Boston, Massachusetts
Aug. 29, 2010 to Sept. 1, 2010
ISBN: 978-0-7695-4264-5
pp: 414-419
ABSTRACT
In this paper, we investigate the applicability of the newlyproposed data clustering method, affinity propagation, infeature points clustering and the task of vehicle detectionand tracking in road traffic surveillance. We propose amodel-based temporal association scheme and novel preprocessingand postprocessing operations which togetherwith affinity propagation make a quite successful method forthe given task. Our experiments demonstrate the effectivenessand efficiency of our method and its superiority overthe state-of-the-art algorithm.
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CITATION

J. Xu, A. Sowmya, J. Yang, Y. Wang, Z. Li and B. Zhang, "Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance," 2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance(AVSS), Boston, Massachusetts, 2010, pp. 414-419.
doi:10.1109/AVSS.2010.40
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