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Non Parametric Classification of Human Interaction

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http://www.springerlink.com/content/96r82r4m20780533/
Original languageEnglish
Title of host publicationPattern Recognition and Image Analysis
Subtitle of host publicationThird Iberian Conference, IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part II
PublisherSpringer-Verlag GmbH
Pages347-354
Number of pages8
ISBN (Print)978-3-540-72848-1
DOIs
Publication statusPublished - 2007

Publication series

NameLecture Notes in Computer Science
PublisherSpringer Berlin / Heidelberg
Volume4478
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

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.

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