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Cued Speech Gesture Recognition: A First Prototype Based on Early Reduction

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Author(s): Thomas Burger | Alice Caplier | Pascal Perret

Journal: EURASIP Journal on Image and Video Processing
ISSN 1687-5176

Volume: 2007;
Date: 2008;
Original page

ABSTRACT
Cued Speech is a specific linguistic code for hearing-impaired people. It is based on both lip reading and manual gestures. In the context of THIMP (Telephony for the Hearing-IMpaired Project), we work on automatic cued speech translation. In this paper, we only address the problem of automatic cued speech manual gesture recognition. Such a gesture recognition issue is really common from a theoretical point of view, but we approach it with respect to its particularities in order to derive an original method. This method is essentially built around a bioinspired method called early reduction. Prior to a complete analysis of each image of a sequence, the early reduction process automatically extracts a restricted number of key images which summarize the whole sequence. Only the key images are studied from a temporal point of view with lighter computation than the complete sequence.
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