Interactive Multimodal Information Management

Bourlard Popesc, Andrei Popescu-Belis - Collection EPFL-Press

352 pages, parution le 31/10/2013

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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

	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