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Multimodal Processing and Interaction : Audio, Video, Text - Petros Maragos

Multimodal Processing and Interaction

Audio, Video, Text

By: Petros Maragos (Editor), Alex Potamianos (Editor), Patrick Gros (Editor)

Hardcover

Published: 1st August 2008
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  • Paperback View Product Published: 8th December 2010
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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.

Review of the State-of-the-Art
Cross-Modal Integration for Performance Improving in Multimedia: A Reviewp. 3
Human-Computer Interfaces to Multimedia Content: a Reviewp. 49
Integrated Multimedia Analysis and Recognition
Stochastic Models for Multimodal Video Analysisp. 91
Adaptive Multimodal Fusion by Uncertainty Compensation with Application to Audio-Visual Speech Recognitionp. 111
Action Recognition in Multimedia Streamsp. 127
Surveillance Using Both Video and Audiop. 143
Movie Analysis with Emphasis to Dialogue and Action Scene Detectionp. 157
Audiovisual Attention Modeling and Salient Event Detectionp. 179
Toward the Integration of Natural Language Processing and Automatic Speech Recognition: Using Morpho-Syntax and Pragmatics for Transcriptionp. 201
Searching Multimedia Content
Interactive Image Retrieval Using a Hybrid Visual and Conceptual Content Representationp. 221
Multimodal Analysis of Text and Audio Features for Music Information Retrievalp. 241
Intelligent Search for Image Information on the Web through Text and Link Structure Analysisp. 259
Interfaces to Multimedia Content
Design Principles for Multimodal Spoken Dialogue Systemsp. 279
Eye Tracking: A New Interface for Visual Explorationp. 297
User Interaction for Mobile Devicesp. 311
Referencesp. 331
Indexp. 365
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9780387763156
ISBN-10: 0387763155
Series: Multimedia Systems and Applications
Audience: Tertiary; University or College
Format: Hardcover
Language: English
Number Of Pages: 374
Published: 1st August 2008
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 23.5 x 15.5  x 2.54
Weight (kg): 0.75