4.5 Article

RBF network methods for face detection and attentional frames

Journal

NEURAL PROCESSING LETTERS
Volume 15, Issue 3, Pages 197-211

Publisher

SPRINGER
DOI: 10.1023/A:1015743231018

Keywords

face detection; gesture recognition; head pose invariance; RBF networks; real-time vision applications; time-delay networks; visually mediated interaction

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In this paper we introduce a set of adaptive vision techniques which could be used, for example, in video-conferencing applications. First, we present methods for finding faces and selecting attentional frames to focus visual processing. Second, we present methods for recognising individual gesture phases for camera control. Finally, we discuss how these techniques can be extended to 'virtual groups' of multiple people interacting at multiple sites.

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