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Generating 3D Interactive Behaviours

Zhen, Yue, Hicks, Yulia Alexandrovna ORCID:, Marshall, Andrew David ORCID: and Chambers, Jonathon 2006. Generating 3D Interactive Behaviours. Presented at: 3rd European Conference on Visual Media Production (CVMP 2006), London, UK, 29-30 November 2006. Proceedings: The 3rd European Conference on Visual Media Production (CVMP 2006): part of the 2nd Multimedia Conference 2006. London: Institution of Electrical Engineers, p. 178. 10.1049/cp:20061944

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In this paper, we present a novel approach for generating a variety of complex behaviours. Our approach is model-based. We train a dual hidden Markov model (HMM) on 3D motion capture (MoCap) data representing a number of interactions between two people. Then we track 3D motion of a person in ordinary 2D video. Finally, using the dual HMM and the Viterbi algorithm, we generate a moving "virtual friend" reacting to the given motion of tracked person.

Item Type: Conference or Workshop Item (Paper)
Date Type: Publication
Status: Published
Schools: Computer Science & Informatics
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Uncontrolled Keywords: image motion analysis; hidden Markov models; virtual reality
Publisher: Institution of Electrical Engineers
ISBN: 9780863417290
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Last Modified: 24 Oct 2022 10:44

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