Howell, A.J. and Buxton, H. (2002) Active vision techniques for visually mediated interaction. Image and Vision Computing, 20 (12). pp. 861-871. ISSN 0262-8856Full text not available from this repository.
In this paper, we introduce adaptive vision techniques used, for example, in video-conferencing applications. First, we present the recognition of identity, expression and head pose using radial basis function (RBF) networks. Second, we address gesture-based communication and attentional focus, using colour/motion cues to direct face detection and capture ‘attentional frames’. These focus the processing for visually mediated interaction via an appearance-based approach with Gabor filter coefficients used as input to time-delay RBF networks. Third, we present methods for the gesture recognition and behaviour (user-camera) coordination in an integrated system.
|Keywords:||Visually mediated interaction; Face recognition; Gesture recognition; Camera control; Time-delay neural networks|
|Schools and Departments:||School of Engineering and Informatics > Informatics|
|Subjects:||Q Science > QA Mathematics > QA0075 Electronic computers. Computer science|
|Depositing User:||Chris Keene|
|Date Deposited:||11 Feb 2008|
|Last Modified:||30 Nov 2012 16:51|
|Google Scholar:||24 Citations|