| Description |
1 online resource (xiv, 328 pages) : illustrations. |
| Series |
EURASIP and Academic Press series in signal and image processing |
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EURASIP and Academic Press series in signal and image processing.
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| Bibliography |
Includes bibliographical references and index. |
| Contents |
Front Cover; Title Page; Copyright Page; Table of Contents; Preface; Chapter 1. Introduction; Part I: Signal Processing, Modelling and Related Mathematical Tools; Chapter 2. Statistical Machine Learning for HCI; Chapter 3. Speech Processing; Chapter 4. Natural Language and Dialogue Processing; Chapter 5. Image and Video Processing Tools for HCI; Chapter 6. Processing of Handwriting and Sketching Dynamics; Part II: Multimodal Signal Processing and Modelling; Chapter 7. Basic Concepts of Multimodal Analysis; Chapter 8. Multimodal Information Fusion; Chapter 9. Modality Integration Methods. |
| Summary |
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 performanc. |
| Subject |
Multimodal user interfaces (Computer systems)
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Signal processing.
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Human-computer interaction.
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Interfaces utilisateurs multimodales (Systèmes informatiques) |
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Traitement du signal. |
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Human-computer interaction |
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Multimodal user interfaces (Computer systems) |
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Signal processing |
| Added Author |
Marques, Ferran.
|
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Bourlard, Hervé, 1956-
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| Other Form: |
Print version: Thiran, Jean-Philippe. Multimodal signal processing. London : Academic Press, 2010 9780123748256 (OCoLC)495596317 |
| ISBN |
9780080888699 (electronic bk.) |
|
0080888690 (electronic bk.) |
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9780123748256 |
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0123748259 |
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