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Download Multimodal Signal Processing: Theory and applications for human-computer interaction (Eurasip and Academic Press Series in Signal and Image Processing)

Multimodal Signal Processing: Theory and applications for human-computer interaction (Eurasip and Academic Press Series in Signal and Image Processing)

  • Author: Jean-Philippe Thiran, Ferran Marques, Herve Bourlard
  • Pages: 352
  • Language: English
  • ISBN/ASIN: 123748259
  • ISBN13: 9780123748256
  • Upload date: 24-02-2016, 16:16
  • Category: Software related

- 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.

With contributions from the leading experts in the field, the present book should serve as a reference in multimodal signal processing for signal processing researchers, graduate students, R&D engineers, and computer engineers who are interested in this emerging field.

- 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.

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