Multimedia Analysis, Processing and Communications

by ; ; ; ;
Format: Hardcover
Pub. Date: 2011-05-12
Publisher(s): Springer-Verlag New York Inc
List Price: $379.99

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Summary

This book has brought 24 groups of experts and active researchers around the world together in#xA0; image processing and analysis, video processing and analysis, and communications related processing, to present their newest research results, exchange latest experiences and insights, and explore future directions in these important and rapidly evolving areas. It aims at increasing the synergy between academic and industry professionals working in the related field. It focuses on the state-of-the-art research in various essential areas related to emerging technologies, standards and applications on analysis, processing, computing, and communication of multimedia information.#xA0;The target audience of this book is researchers and engineers as well as graduate students working in various disciplines linked to multimedia analysis, processing and communications, e.g., computer vision, pattern recognition, information technology, image processing, and artificial intelligence. The book is also meant to a broader audience including practicing professionals working in image/video applications such as image processing, video surveillance, multimedia indexing and retrieval, and so on. We hope that the researchers, engineers, students and other professionals who read this book would find it informative, useful and inspirational toward their own work in one way or another. #xA0;

Table of Contents

Image Processing and Analysis
Visualisation and Browsing of Image Databasesp. 3
Relevance Feedback Models for Content-Based Image Retrievalp. 59
Biological Inspired Methods for Media Classification and Retrievalp. 81
Robust Image Watermarking Based on Feature Regionsp. 111
Image Authentication Using Active Watermarking and Passive Forensics Techniquesp. 139
Blind Measurement of Image Blur for Vision-Based Applicationsp. 185
A Unified Tensor Level Set Method for Image Segmentationp. 217
Recognition of Sketches in Photosp. 239
Video Processing and Analysis
Object Detection and Tracking for Intelligent Video Surveillancep. 265
Filtering Surveillance Image Streams by Interactive Machine Learningp. 289
Automatic Video Activity Recognitionp. 327
Robust Spatio-Temporal Features for Human Action Recognitionp. 351
Human Action Recognition Based on Radon Transformp. 369
2D and 3D Pose Recovery from a Single Uncalibrated Video: A View and Activity Independent Frameworkp. 391
A Comprehensive Study of Sports Video Analysisp. 413
Semantic Content Analysis of Video: Issues and Trendsp. 443
Semi-automatic Knowledge Extraction, Representation, and Context-Sensitive Intelligent Retrieval of Video Content Using Collateral Context Modelling with Scalable Ontological Networksp. 459
A Human-Centered Computing Framework to Enable Personalized News Video Recommendationp. 475
Visual Quality Evaluation for Images and Videosp. 497
Communications Related Processing
Scalable Video Coding and Its Applicationsp. 547
Auction Based Resource Allocation for Cooperative Wireless Video Transmission with Distributed Source Codingp. 561
Enterprise VoIPin Fixed Mobile Converged Networksp. 585
Speech Quality Assessmentp. 623
Document-Aware Graph Models for Query-Oriented Multi-document Summarizationp. 655
Elements of Visual Concept Analysisp. 679
Error Propagation and Distortion Modeling in Loss-Affected Predictive Video Codingp. 719
Indexp. 759
Author Indexp. 763
Table of Contents provided by Ingram. All Rights Reserved.

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