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 Electronic eBook
LanguageEnglish
Published London : Academic Press, 2010.
SeriesEURASIP and Academic Press series in signal and image processing.
Subjects
Multimodal user interfaces (Computer systems)
Signal processing.
Human-computer interaction.
elektronické knihy
electronic books
Online AccessFull text
ISBN9780080888699
9780123748256
Physical Description1 online zdroj (xiv, 328 pages) : illustrations.

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Table of 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.

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