Overview

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.  

Full Product Details

Author:   Petros Maragos ,  Alexandros Potamianos ,  Patrick Gros
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of hardcover 1st ed. 2008
Volume:   33
Dimensions:   Width: 15.50cm , Height: 2.00cm , Length: 23.50cm
Weight:   0.605kg
ISBN:  

9781441945488

ISBN 10:   1441945482
Pages:   374
Publication Date:   08 December 2010
Audience:   Professional and scholarly ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

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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