Read more
Informationen zum Autor MARK T. MAYBURY, PhD, is an Executive Director at MITRE, a federally funded research and development center. In 2010, Dr. Maybury took a leave of absence from MITRE when appointed to the role of Chief Scientist of the United States Air Force. He is a former member of the board of directors of the Object Management Group and the Air Force Scientific Advisory Board. An IEEE Fellow, Dr. Maybury is a member of the ACM Intelligent User Interface Steering Committee and has served on the Advanced Visual Interfaces Program Committee for over ten years. He holds several patents and has edited, coedited, or coauthored a number of books on information retrieval and related topics. Klappentext The definitive guide to the state of the art of multimedia information extraction Government analysts, think tank researchers, managers at top websites-basically everyone-is searching for the best ways to access and exploit the vast amounts of multimedia data made available over large networks every day. Written by an international team of experts, Multimedia Information Extraction provides a detailed road map to how that's done. The first book to address not only multimedia retrieval but also information extraction from and across media, it offers diverse perspectives on how this emerging technology can help meet the growing demand in industry and government for stock media access, media preservation, broadcast news retrieval, identity management, video surveillance, and more. Including a Foreword by Professor Alan Smeaton, founding coordinator of the international TRECVid, Multimedia Information Extraction covers: The fundamental issues in processing and multimedia source extractionThe history and state of the art of multimedia information extractionImage and video extraction, with tools ranging from visual feature localization to social redundancyAffect extraction in audio and imagery, from paralinguistic information retrieval to affect-based indexingMultimedia annotation and authoring An inspiring, much-needed resource for researchers and developers in government, industry, and academia, this book also offers guidance on using the material in the core curriculum of ACM SIGCHI, ACM/IEEE Computer Science, and ACM/IEEE Information Technology. Zusammenfassung The advent of increasingly large consumer collections of audio (e.g. , iTunes), imagery (e.g. , Flickr), and video (e.g. , YouTube) is driving a need not only for multimedia retrieval but also information extraction from and across media. Inhaltsverzeichnis FOREWORD ix Alan F. Smeaton PREFACE xiii Mark T. Maybury ACKNOWLEDGMENTS xv CONTRIBUTORS xvii 1 INTRODUCTION 1 Mark T. Maybury 2 MULTIMEDIA INFORMATION EXTRACTION: HISTORY AND STATE OF THE ART 13 Mark T. Maybury SECTION 1 IMAGE EXTRACTION 41 3 VISUAL FEATURE LOCALIZATION FOR DETECTING UNIQUE OBJECTS IN IMAGES 45 Madirakshi Das, Alexander C. Loui, and Andrew C. Blose 4 ENTROPY-BASED ANALYSIS OF VISUAL AND GEOLOCATION CONCEPTS IN IMAGES 63 Keiji Yanai, Hidetoshi Kawakubo, and Kobus Barnard 5 THE MEANING OF 3D SHAPE AND SOME TECHNIQUES TO EXTRACT IT 81 Sven Havemann, Torsten Ullrich, and Dieter W. Fellner 6 A DATA-DRIVEN MEANINGFUL REPRESENTATION OF EMOTIONAL FACIAL EXPRESSIONS 99 Nicolas Stoiber, Gaspard Breton, and Renaud Seguier SECTION 2 VIDEO EXTRACTION 113 7 VISUAL SEMANTICS FOR REDUCING FALSE POSITIVES IN VIDEO SEARCH 119 Rohini K. Srihari and Adrian Novischi 8 AUTOMATED ANALYSIS OF IDEOLOGICAL BIAS IN VIDEO 129 Wei-Hao Lin and Alexander G. Hauptmann 9 MULTIMEDIA INFORMATION EXTRACTION IN A LIVE MULTILINGUAL NEWS MONITORING SYSTEM 145 David D. Palmer, Marc B. Reichman, and Noah White<...
