Multimodal Signal Processing: Theory and Applications for Human-Computer Interaction

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 thMultimodal 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, RD engineers, and computer engineers who are interested in this emerging field.Presents state of art methods for multimodal signal processing, analysis, and modelingContains numerous examples of systems with different modalities combinedDescribes 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 Theory and Applications for Human Computer Interaction 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 significan

  • Title: Multimodal Signal Processing: Theory and Applications for Human-Computer Interaction
  • Author: Jean-Philippe Thiran Hervé Bourlard Ferran Marqués
  • ISBN: 9780123748256
  • Page: 471
  • Format: Hardcover
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