Generating 3D interactive behaviours

Zheng, Y, Hicks, Y, Cosker, D, Marshal, D and Chambers, J (2006) Generating 3D interactive behaviours IET Conference Publications (516 CP).

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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:	Article
Authors :	Name Email ORCID Zheng, Y UNSPECIFIED UNSPECIFIED Hicks, Y UNSPECIFIED UNSPECIFIED Cosker, D UNSPECIFIED UNSPECIFIED Marshal, D UNSPECIFIED UNSPECIFIED Chambers, J j.a.chambers@surrey.ac.uk UNSPECIFIED
Date :	1 December 2006
Identification Number :	https://doi.org/10.1049/cp:20061944
Depositing User :	Symplectic Elements
Date Deposited :	17 May 2017 13:26
Last Modified :	17 May 2017 13:26
URI:	http://epubs.surrey.ac.uk/id/eprint/839218

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