Multi-Modal Signal Processing: Methods and Techniques to Build Multimodal Interactive Systems Jean-Philippe Thiran

ISBN: 9780080888699

Published: May 14th 2014

ebook

343 pages


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Multi-Modal Signal Processing: Methods and Techniques to Build Multimodal Interactive Systems  by  Jean-Philippe Thiran

Multi-Modal Signal Processing: Methods and Techniques to Build Multimodal Interactive Systems by Jean-Philippe Thiran
May 14th 2014 | ebook | PDF, EPUB, FB2, DjVu, audiobook, mp3, RTF | 343 pages | ISBN: 9780080888699 | 8.67 Mb

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 inMorePresents 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 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 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.



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