Multimodal Signal Processing

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Multimodal Signal Processing: Theory and applications for human-computer interaction (Eurasip and Academic Press Series in Signal and Image Processing)
by Jean-Philippe Thiran, Ferran Marqués, and Hervé Bourlard


Hardcover: 352 pages
Publisher: Academic Press; First Edition edition (December 1, 2009)
Language: English
ISBN-10: 0123748259
ISBN-13: 9780123748256


Product Description


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 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.


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