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Intelligent Multimedia Analysis for Security Applications : Studies in Computational Intelligence - Husrev Taha Sencar

Intelligent Multimedia Analysis for Security Applications

Studies in Computational Intelligence

By: Husrev Taha Sencar (Editor), Sergio Velastin (Editor), Nikolaos Nikolaidis (Editor), Shiguo Lian (Editor)

Hardcover

Published: 22nd April 2010
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The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence - quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life science, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution - this permits a rapid and broad dissemination of research results.

This is one of the very few books focused on analysis of multimedia data and newly emerging multimedia applications with an emphasis on security. The main objective of this project was to assemble as much research coverage as possible related to the field by defining the latest innovative technologies and providing the most comprehensive list of research references. The book includes sixteen chapters highlighting current concepts, issues and emerging technologies. Distinguished scholars from many prominent research institutions around the world contribute to the book. The book covers various aspects, including not only some fundamental knowledge and the latest key techniques, but also typical applications and open issues. Topics covered include dangerous or abnormal event detection, interaction recognition, person identification based on multiple traits, audiovisual biometric person authentication and liveness verification, emerging biometric technologies, sensitive information filtering for teleradiology, detection of nakedness in images, audio forensics, steganalysis, media content tracking authentication and illegal distributor identification through watermarking and content-based copy detection.

We believe that the comprehensive coverage of diverse disciplines in the field of intelligent multimedia analysis for security applications will contribute to a better understanding of all topics, research, and discoveries in this emerging and evolving field and that the included contributions will be instrumental in the expansion of the corresponding body of knowledge, making this book a reference source of information. It is our sincere hope that this publication and its great amount of information and research will assist our research colleagues, faculty members and students, and organization decision makers in enhancing their understanding for the concepts, issues, problems, trends, challenges and opportunities related to this research field. Perhaps this book will even inspire its readers to contribute to the current discoveries in this immense field.

Moving Pixels in Static Cameras: Detecting Dangerous Situations due to Environment or Peoplep. 1
Recognizing Interactions in Videop. 29
Robust Audio Visual Biometric Person Authentication with Liveness Verificationp. 59
Multiple Traits for People Identificationp. 79
Intelligent Multimedia Analysis for Emerging Biometricsp. 97
Overview of Audio Forensicsp. 127
Printer and Scanner Forensics: Models and Methodsp. 145
Privacy Enhancing Solutions for Personal Information Based Multimedia Content Sharingp. 189
Image-Based Sensitive Information Filtering for Teleradiologyp. 209
Detecting Nakedness in Color Imagesp. 225
An Introduction to the Principles and Requirements of Robust Hashingp. 237
Content-Based Video Copy Detection - A Surveyp. 253
Image Steganalysisp. 275
WBE-Based Anti-collusion Fingerprints: Design and Detectionp. 305
An Introduction to Robust Transform Based Image Watermarking Techniquesp. 337
Watermark-Based Authenticationp. 365
Author Indexp. 403
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9783642117541
ISBN-10: 3642117546
Series: Studies in Computational Intelligence
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 404
Published: 22nd April 2010
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 2.54
Weight (kg): 0.86