Multimodal Signal Processing: Theory and applications for human-computer interaction (Hardcover)

Jean-Philippe Thiran, Ferran Marqu臃, Herv Bourlard

  • 出版商: Academic Press
  • 出版日期: 2009-12-01
  • 定價: $4,480
  • 售價: 6.5$2,912
  • 語言: 英文
  • 頁數: 352
  • 裝訂: Hardcover
  • ISBN: 0123748259
  • ISBN-13: 9780123748256

立即出貨 (庫存 < 3)

相關主題

商品描述

  • 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.