Non parametric classification of human interaction

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Abstract

This paper presents a non parametric method for classifying interactions between two people as taken from a video camera. A nearest neighbour classifier that uses trajectory matching in feature space is introduced and shown to be superior to regular nearest neighbour classification for this problem. © Springer-Verlag Berlin Heidelberg 2007.

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Blunsden, S., Andrade, E., & Fisher, R. (2007). Non parametric classification of human interaction. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4478 LNCS, pp. 347–354). Springer Verlag. https://doi.org/10.1007/978-3-540-72849-8_44

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