Multimodal Signal Processing Theory and Applications for Human-Computer Interaction

Author/creator Thiran, Jean-Philippe Editor
Other author Bourlard, Hervé Editor
Other author Marqués, Ferran Editor
Format Electronic
Publication InfoAcademic Press [Imprint] San Diego : Elsevier Science & Technology Books
Description352 p. ill 09.210 x 06.125 in.
Supplemental ContentFull text available from eBook - Engineering 2010 (Elsevier and Woodhead) [EBCE10W]
Subjects

Summary Annotation <ul><li>Presents state-of-art methods for multimodal signal processing, analysis, and modeling</li><li>Contains numerous examples of systems with different modalities combined</li><li>Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.</li></ul><p>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.</p><p>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.</p><br /><br /><ul><li style="list-style: none"><br /></li><li>Presents state-of-art methods for multimodal signal processing, analysis, and modeling</li><li style="list-style: none"><br /></li><li>Contains numerous examples of systems with different modalities combined</li><li style="list-style: none"><br /></li><li>Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.</li></ul>
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
ISBN9780123748256
ISBN0123748259 (Trade Cloth) Active Record
Standard identifier# 9780123748256
Stock number00991439

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