Title :
A more realistic action-reaction model for virtual environments
Author :
Pugach, Stanislav ; Clapworthy, Gordon J.
Author_Institution :
Dept. of Comput. & Inf. Sci., De Montfort Univ., Milton Keynes, UK
Abstract :
A method of increasing the realism of nonverbal interaction in 3D is proposed. The method is aimed at creating truly believable autonomous actors in virtual environments. A simple action-reaction interaction model with a predefined set of actions is used. The actions are recognised using weighted-directed graphs (Markov models), using a set of control points as features to reduce the dimensionality of the recognition task, thus enabling fast and effective recognition. The method naturally implements characteristics such as reaction delay and gradual recognition with possible mistakes. The approach is tested on a simplified boxing scenario.
Keywords :
computer animation; directed graphs; gesture recognition; hidden Markov models; realistic images; user interfaces; virtual reality; Markov model; action recognition; autonomous actor; boxing scenario; character animation; nonverbal 3D interaction; predefined action set; reaction delay; realistic action-reaction model; recognition task dimensionality; virtual environment; weighted-directed graph; Animation; Application software; Biological system modeling; Brain computer interfaces; Character recognition; Delay; Human computer interaction; Testing; User interfaces; Virtual environment;
Conference_Titel :
Information Visualization, 2003. IV 2003. Proceedings. Seventh International Conference on
Print_ISBN :
0-7695-1988-1
DOI :
10.1109/IV.2003.1217958