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 [BibTeX] [Marc21]
Recognition of Isolated Complex Mono- and Bi-Manual 3D Hand Gestures
Type of publication: Idiap-RR
Citation: just2003
Number: Idiap-RR-63-2003
Year: 2003
Institution: IDIAP
Note: Published in "Proceedings of the sixth International Conference on Automatic Face and Gesture Recognition", 2004
Abstract: In this paper, we address the problem of the recognition of isolated complex mono- and bi-manual hand gestures. In the proposed system, hand gestures are represented by the 3D trajectories of blobs. Blobs are obtained by tracking colored body parts in real-time using the EM algorithm. In most of the studies on hand gestures, only small vocabularies have been used. In this paper, we study the results obtained on a more complex database of mono- and bi-manual gestures. These results are obtained by using a state-of-the-art sequence processing algorithm, namely Hidden Markov Models (HMMs,',','), implemented within the framework of an open source machine learning library.
Userfields: ipdmembership={vision},
Projects Idiap
Authors Just, Agnès
Bernier, O.
Marcel, Sébastien
Crossref by just2004
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Total mark: 0
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