Multimodal Processing and Interaction: Audio, Video and Text presents high quality, state-of-the-art research ideas and results from theoretic, algorithmic and application viewpoints. This edited volume contains both state-of-the-art reviews and original contributions by leading experts in the scientific and technological field of multimedia. It grew out of a four-year collaboration among research groups participating in the European network of Excellence on Multimedia Understanding, Semantics, Computation and Learning (MUSCLE).

Multimodal Processing and Interaction: Audio, Video and Text covers a broad spectrum of novel perspectives, analytic tools, algorithms, design practices and applications in multimedia science and engineering with emphasis on multimodal integration and modality fusion. This volume also contains contributions in the area of interaction with multimedia, especially multimodal interfaces for accessing multimedia content.

Multimodal Processing and Interaction: Audio, Video and Text is designed for a professional audience composed of practitioners and researchers in industry and academia. This book is suitable for advanced-level students in computer science and engineering as well.

 

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This volume presents high quality research ideas and results from theoretic, algorithmic and application viewpoints. It specifically focuses on interaction with multimedia content with special emphasis on multimodal interfaces for accessing multimedia information.
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Review of the State of the Art.- Cross-Modal Integration for Performance Improving in Multimedia: A Review.- Human-Computer Interfaces to Multimedia Content a Review.- Integrated Multimedia Analysis And Recognition.- Stochastic Models for Multimodal Video Analysis.- Adaptive Multimodal Fusion by Uncertainty Compensation with Application to Audio-Visual Speech Recognition.- Action Recognition in Multimedia Streams.- Surveillance Using Both Video and Audio.- Movie Analysis with Emphasis to Dialogue and Action Scene Detection.- Audiovisual Attention Modeling and Salient Event Detection.- Toward the Integration of Natural Language Processing and Automatic Speech Recognition: Using Morpho-Syntax and Pragmatics for Transcription.- Searching Multimedia Content.- Interactive Image Retrieval Using a Hybrid Visual and Conceptual Content Representation.- Multimodal Analysis of Text and Audio Features for Music Information Retrieval.- Intelligent Search for Image Information on the Web through Text and Link Structure Analysis.- Interfaces to Multimedia Content.- IDesign Principles for Multimodal Spoken Dialogue Systems.- Eye Tracking: A New Interface for Visual Exploration.- User Interaction for Mobile Devices.
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Multimodal Processing and Interaction: Audio, Video and Text presents high quality, state-of-the-art research ideas and results from theoretic, algorithmic and application viewpoints. This edited volume contains both state-of-the-art reviews and original contributions by leading experts in the scientific and technological field of multimedia. It grew out of a four-year collaboration among research groups participating in the European network of Excellence on Multimedia Understanding, Semantics, Computation and Learning (MUSCLE).


Multimodal Processing and Interaction: Audio, Video and Text covers a broad spectrum of novel perspectives, analytic tools, algorithms, design practices and applications in multimedia science and engineering with emphasis on multimodal integration and modality fusion. This volume also contains contributions in the area of interaction with multimedia, especially multimodal interfaces for accessing multimedia content.



Multimodal Processing and Interaction: Audio, Video and Text is designed for a professional audience composed of practitioners and researchers in industry and academia. This book is suitable for advanced-level students in computer science and engineering as well.

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Emphasis on multimodal information processing aspects of multimedia and cross-interaction of multiple modalities Broad spectrum of novel perspectives, analytic tools, algorithms, design practices and applications in multimedia science and engineering
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GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
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Produktdetaljer

ISBN
9781441945488
Publisert
2010-12-08
Utgiver
Vendor
Springer-Verlag New York Inc.
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet