Multimodal signal processing theory and applications for human-computer interaction

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 multim...

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Bibliographic Details
Main Author: Thiran, Jean-Philippe.
Other Authors: Marqués, Ferran., Bourlard, Hervé, 1956-
Format: eBook
Language: English
Published: London : Academic Press, 2010.
Series: EURASIP and Academic Press series in signal and image processing.
Subjects:
Multimodal user interfaces (Computer systems)
Signal processing.
Human-computer interaction.
elektronické knihy
electronic books
ISBN: 9780080888699
9780123748256
Physical Description: 1 online zdroj (xiv, 328 pages) : illustrations.

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245 1 0 |a Multimodal signal processing  |h [elektronický zdroj] :  |b theory and applications for human-computer interaction /  |c edited by Jean-Philippe Thiran, Ferran Marqués, Hervé Bourlard. 
260 |a London :  |b Academic Press,  |c 2010. 
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490 1 |a EURASIP and Academic Press series in signal and image processing 
504 |a Includes bibliographical references and index. 
505 0 |a 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. 
520 |a 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. 
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650 0 |a Multimodal user interfaces (Computer systems) 
650 0 |a Signal processing. 
650 0 |a Human-computer interaction. 
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700 1 |a Marqués, Ferran. 
700 1 |a Bourlard, Hervé,  |d 1956- 
776 0 8 |i Print version:  |a Thiran, Jean-Philippe.  |t Multimodal signal processing.  |d London : Academic Press, 2010  |z 9780123748256  |w (OCoLC)495596317 
830 0 |a EURASIP and Academic Press series in signal and image processing. 
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