Generating 3D Interactive Behaviours

Zhen, Yue, Hicks, Yulia Alexandrovna ORCID: https://orcid.org/0000-0002-7179-4587, Marshall, Andrew David ORCID: https://orcid.org/0000-0003-2789-1395 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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Abstract

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
Related URLs:	Publisher
Last Modified:	24 Oct 2022 10:44
URI:	https://orca.cardiff.ac.uk/id/eprint/45697

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