Multimodal Signal Processing Book

Multimodal Signal Processing


  • Author : Jean-Philippe Thiran
  • Publisher : Academic Press
  • Release Date : 2009-11-11
  • Genre: Computers
  • Pages : 352
  • ISBN 10 : 0080888690
  • Total Read : 81
  • File Size : 10,8 Mb

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Multimodal Signal Processing Summary:

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.

Multimodal Signal Processing Book

Multimodal Signal Processing


  • Author : Steve Renals
  • Publisher : Cambridge University Press
  • Release Date : 2012-06-07
  • Genre: Technology & Engineering
  • Pages : 287
  • ISBN 10 : 9781107022294
  • Total Read : 61
  • File Size : 19,9 Mb

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Multimodal Signal Processing Summary:

A comprehensive synthesis of recent advances in multimodal signal processing applications for human interaction analysis and meeting support technology. With directly applicable methods and metrics along with benchmark results, this guide is ideal for those interested in multimodal signal processing, its component disciplines and its application to human interaction analysis.

Multi Modal Signal Processing Book

Multi Modal Signal Processing


  • Author : Jean-Philippe Thiran
  • Publisher : Unknown
  • Release Date : 2009
  • Genre: Uncategoriezed
  • Pages : 352
  • ISBN 10 : OCLC:1151009588
  • Total Read : 67
  • File Size : 9,9 Mb

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Multi Modal Signal Processing Summary:

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.

The Handbook of Multimodal Multisensor Interfaces  Volume 2 Book

The Handbook of Multimodal Multisensor Interfaces Volume 2


  • Author : Sharon Oviatt
  • Publisher : Morgan & Claypool
  • Release Date : 2018-10-08
  • Genre: Computers
  • Pages : 555
  • ISBN 10 : 9781970001693
  • Total Read : 97
  • File Size : 9,9 Mb

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The Handbook of Multimodal Multisensor Interfaces Volume 2 Summary:

The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces: user input involving new media (speech, multi-touch, hand and body gestures, facial expressions, writing) embedded in multimodal-multisensor interfaces that often include biosignals. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This second volume of the handbook begins with multimodal signal processing, architectures, and machine learning. It includes recent deep learning approaches for processing multisensorial and multimodal user data and interaction, as well as context-sensitivity. A further highlight is processing of information about users' states and traits, an exciting emerging capability in next-generation user interfaces. These chapters discuss real-time multimodal analysis of emotion and social signals from various modalities, and perception of affective expression by users. Further chapters discuss multimodal processing of cognitive state using behavioral and physiological signals to detect cognitive load, domain expertise, deception, and depression. This collection of chapters provides walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this rapidly expanding field. In the final section of this volume, experts exchange views on the timely and controversial challenge topic of multimodal deep learning. The discussion focuses on how multimodal-multisensor interfaces are most likely to advance human performance during the next decade.

The Handbook of Multimodal Multisensor Interfaces  Volume 1 Book

The Handbook of Multimodal Multisensor Interfaces Volume 1


  • Author : Sharon Oviatt
  • Publisher : Morgan & Claypool
  • Release Date : 2017-06-01
  • Genre: Computers
  • Pages : 600
  • ISBN 10 : 9781970001662
  • Total Read : 59
  • File Size : 5,8 Mb

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The Handbook of Multimodal Multisensor Interfaces Volume 1 Summary:

The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces— user input involving new media (speech, multi-touch, gestures, writing) embedded in multimodal-multisensor interfaces. These interfaces support smart phones, wearables, in-vehicle and robotic applications, and many other areas that are now highly competitive commercially. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This first volume of the handbook presents relevant theory and neuroscience foundations for guiding the development of high-performance systems. Additional chapters discuss approaches to user modeling and interface designs that support user choice, that synergistically combine modalities with sensors, and that blend multimodal input and output. This volume also highlights an in-depth look at the most common multimodal-multisensor combinations—for example, touch and pen input, haptic and non-speech audio output, and speech-centric systems that co-process either gestures, pen input, gaze, or visible lip movements. A common theme throughout these chapters is supporting mobility and individual differences among users. These handbook chapters provide walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this emerging field. In the final section of this volume, experts exchange views on a timely and controversial challenge topic, and how they believe multimodal-multisensor interfaces should be designed in the future to most effectively advance human performance.

Sensory Ecology  Behaviour  and Evolution Book

Sensory Ecology Behaviour and Evolution


  • Author : Martin Stevens
  • Publisher : Oxford University Press
  • Release Date : 2013-02-07
  • Genre: Science
  • Pages : 261
  • ISBN 10 : 9780199601783
  • Total Read : 82
  • File Size : 14,6 Mb

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Sensory Ecology Behaviour and Evolution Summary:

It deals with both mechanistic questions (e.g.

Autism Imaging and Devices Book

Autism Imaging and Devices


  • Author : Manuel F. Casanova
  • Publisher : CRC Press
  • Release Date : 2017-01-06
  • Genre: Medical
  • Pages : 556
  • ISBN 10 : 9781498709828
  • Total Read : 70
  • File Size : 14,7 Mb

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Autism Imaging and Devices Summary:

This book covers state-of-the-art medical image analysis approaches currently pursued in autism research. Chapters cover recent advances in diagnosis using structural neuroimaging. All aspects of imaging are included, such as electrophysiology (EEG, ERP, QEEG, and MEG), postmortem techniques, and advantages and difficulties of depositing/acquiring images in larger databases. The book incorporates 2D, 3D, and 4D imaging and advances scientific research within the broad field of autism imaging.