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
Corporate Author:	Knovel (Firm)
Other Authors:	Marques, 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. Electronic books.
Online Access:	Connect to the full text of this electronic book

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.