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FEOGARM: A Framework to Evaluate and Optimize Gesture Acquisition and Recognition Methods

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IEEE International Conference on Systems, Man, and Cybernetics, Anchorage, Alaska, USA, (октября 2011)

Аннотация

This paper discusses the general concept and implementation steps towards a framework facilitating the development and evaluation of gesture acquisition and recognition systems through a common benchmarking standard. In particular, a complete ground-truth of annotated gestures will be acquired with multiple high-resolution acquisition devices and as such will facilitate, using machine-learning techniques, the development of non-intrusive and light capture devices dedicated to gestures recognition. This article presents our concept, the current achievements and the first steps towards such a framework and corpus.

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