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Interactive Multimodal Information Management

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Interactive Multimodal Information Management

Interactive Multimodal Information Management

- Collection EPFL-Press

352 pages, parution le 31/10/2013

Résumé

In the past twenty years, computers and networks have gained a prominent role in supporting human communications. This book presents recent research in multimodal information processing, which demonstrates that computers can achieve more than what telephone calls or videoconferencing can do. The book offers a snapshot of current capabilities for the analysis of human communications in several modalities - audio, speech, language, images, video, and documents - and for accessing this information interactively.

The book has a clear application goal, which is the capture, automatic analysis, storage, and retrieval of multimodal signals from human interaction in meetings. This goal provides a controlled experimental framework and helps generating shared data, which is required for methods based on machine learning. This goal has shaped the vision of the contributors to the book and of many other researchers cited in it. It has also received significant long-term support through a series of projects, including the Swiss National Center of Competence in Research (NCCR) in Interactive Multimodal Information Management (IM2), to which the contributors to the book have been connected.

Sommaire

  • Interactive multimodal information management: shaping the vision
  • Human-Computer Interaction and Human Factors
    • Human factors in multimodal information management
    • User attention during mobile video consumption
    • Wizard of oz evaluations of the archivus meeting browser document-centric and multimodal meeting assistants
    • Semantic meeting browsers and assistants
    • Multimedia information retrieval
    • Visual and multimodal analysis of human appearance and behavior
  • Visual and Multimodal Analysis of Human Appearance and Behavior
    • Face recognition for biometrics
    • Facial expression analysis
    • Software for automatic gaze and face/object tracking
    • Learning to learn new models of human activities in indoor settings
    • Nonverbal behavior analysis
    • Multimodal biometric person recognition
    • Medical image annotation
  • Speech, Language, and Document Processing
    • Speech processing
    • Research trends in speaker diarization
    • Speaker diarization of large corpora
    • Language processing in dialogues
    • Online handwriting recognition
    • Analysis of printed documents
  • Assessments
    • It was worth it! Assessment of the impact of im2
    • Technology transfer: turning science into products
    • Conclusion and perspectives
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Caractéristiques techniques du livre "Interactive Multimodal Information Management"

  PAPIER
Éditeur(s) EPFL
Auteur(s) Bourlard Popesc, Andrei Popescu-Belis
Collection EPFL-Press
Parution 31/10/2013
Nb. de pages 352
Format 16 x 24
Couverture Relié
Poids 830g
Intérieur Noir et Blanc
EAN13 9782940222711
ISBN13 978-2-940222-71-1

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