Multimodal Signal Processing: Theory and Applications for Human Computer Interaction

Thiran, Jean-philippe;Bourlard, Herve;Marques, Ferran

ISBN 10: 0123748259 / ISBN 13: 9780123748256

Editore: Academic Press, St Louis, Missouri, U.S.A., 2010

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Dati bibliografici

• Titolo: Multimodal Signal Processing: Theory and Applications for Human Computer Interaction
• Editore: Academic Press, St Louis, Missouri, U.S.A.
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 0123748259
• ISBN 13: 9780123748256
• Rilegatura: hardcover
• Edizione: First Edition.
• Condizione: Good
• Condizione della sovraccoperta: No Dust Jacket
• Tipo di libro: Used
• Cataloghi dei venditori:
  • Computers & Technology (incl. AI)

Descrizione articolo

Riassunto

• Presents state-of-art methods for multimodal signal processing, analysis, and modeling
• Contains numerous examples of systems with different modalities combined
• Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.

Multimodal signal processing is an important research and development field that processes signals and combines information from a variety of modalities – speech, vision, language, text – which significantly enhance the understanding, modelling, and performance of human-computer interaction devices or systems enhancing human-human communication. The overarching theme of this book is the application of signal processing and statistical machine learning techniques to problems arising in this multi-disciplinary field. It describes the capabilities and limitations of current technologies, and discusses the technical challenges that must be overcome to develop efficient and user-friendly multimodal interactive systems.

With contributions from the leading experts in the field, the present book should serve as a reference in multimodal signal processing for signal processing researchers, graduate students, R&D engineers, and computer engineers who are interested in this emerging field.

• Presents state-of-art methods for multimodal signal processing, analysis, and modeling
• Contains numerous examples of systems with different modalities combined
• Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.

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