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Multimedia Information Extraction
Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance and Authoring
Mark T. Maybury (Author)
9781118118917, Wiley
Hardback, published 28 September 2012
496 pages
26 x 18.8 x 3 cm, 1.039 kg
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. Furthermore, industrial and government collections fuel requirements for stock media access, media preservation, broadcast news retrieval, identity management, and video surveillance. While significant advances have been made in language processing for information extraction from unstructured multilingual text and extraction of objects from imagery and video, these advances have been explored in largely independent research communities who have addressed extracting information from single media (e.g., text, imagery, audio). And yet users need to search for concepts across individual media, author multimedia artifacts, and perform multimedia analysis in many domains. This collection is intended to serve several purposes, including reporting the current state of the art, stimulating novel research, and encouraging cross-fertilization of distinct research disciplines. The collection and integration of a common base of intellectual material will provide an invaluable service from which to teach a future generation of cross disciplinary media scientists and engineers.
Foreword ix Preface xiii Acknowledgments xv Contributors xvii 1 Introduction 1 2 Multimedia Information Extraction: History and State of the Art 13 Section 1 Image Extraction 41 3 Visual Feature Localization for Detecting Unique Objects in Images 45 4 Entropy-based Analysis of Visual And Geolocation Concepts in Images 63 5 the Meaning of 3d Shape and Some Techniques To Extract It 81 6 a Data-driven Meaningful Representation Of Emotional Facial Expressions 99 Section 2 Video Extraction 113 7 Visual Semantics for Reducing False Positives in Video Search 119 8 Automated Analysis of Ideological Bias in Video 129 9 Multimedia Information Extraction in a Live Multilingual News Monitoring System 145 10 Semantic Multimedia Extraction Using Audio and Video 159 11 Analysis of Multimodal Natural Language Content in Broadcast Video 175 12 Web-based Multimedia Information Extraction Based on Social Redundancy 185 13 Information Fusion and Anomaly Detection with Uncalibrated Cameras in Video Surveillance 201 Section 3 Audio, Graphics, and Behavior Extraction 217 14 Automatic Detection, Indexing, and Retrieval Of Multiple Attributes From Cross-lingual Multimedia Data 221 15 Information Graphics in Multimodal Documents 235 16 Extracting Information From Human Behavior 253 Section 4 Affect Extraction From Audio and Imagery 269 17 Retrieval of Paralinguistic Information In Broadcasts 273 18 Audience Reactions for Information Extraction About Persuasive Language in Political Communication 289 19 the Need for Affective Metadata in Content-based Recommender Systems for Images 305 20 Affect-based Indexing for Multimedia Data 321 Section 5 Multimedia Annotation And Authoring 347 21 Multimedia Annotation, Querying, And Analysis in Anvil 351 22 Toward Formalization of Display Grammar for Interactive Media Production with Multimedia Information Extraction 369 23 Media Authoring with Ontological Reasoning: Use Case for Multimedia Information Extraction 385 24 Annotating Significant Relations on Multimedia Web Documents 401 Abbreviations and Acronyms 419 References 425 Index 461
Alan F. Smeaton
Mark T. Maybury
Mark T. Maybury
Mark T. Maybury
Madirakshi Das, Alexander C. Loui, and Andrew C. Blose
Keiji Yanai, Hidetoshi Kawakubo, and Kobus Barnard
Sven Havemann, Torsten Ullrich, and Dieter W. Fellner
Nicolas Stoiber, Gaspard Breton, and Renaud Seguier
Rohini K. Srihari and Adrian Novischi
Wei-Hao Lin and Alexander G. Hauptmann
David D. Palmer, Marc B. Reichman, and Noah White
Evelyne Tzoukermann, Geetu Ambwani, Amit Bagga, Leslie Chipman, Anthony R. Davis, Ryan Farrell, David Houghton, Oliver Jojic, Jan Neumann, Robert Rubinoff, Bageshree Shevade, and Hongzhong Zhou
Prem Natarajan, Ehry MacRostie, Rohit Prasad, and Jonathan Watson
Jose San Pedro, Stefan Siersdorfer, Vaiva Kalnikaite, and Steve Whittaker
Erhan Baki Ermis, Venkatesh Saligrama, and Pierre-Marc Jodoin
Qian Hu, Fred J. Goodman, Stanley M. Boykin, Randall K. Fish, Warren R. Greiff, Stephen R. Jones, and Stephen R. Moore
Sandra Carberry, Stephanie Elzer, Richard Burns, Peng Wu, Daniel Chester, and Seniz Demir
Fabio Pianesi, Bruno Lepri, Nadia Mana, Alessandro Cappelletti, and Massimo Zancanaro
Björn Schuller, Martin Wöllmer, Florian Eyben, and Gerhard Rigoll
Marco Guerini, Carlo Strapparava, and Oliviero Stock
Marko TkalČiČ, Jurij TasiČ, and Andrej Košir
Gareth J. F. Jones and Ching Hau Chan
Michael Kipp
Robin Bargar
Insook Choi
Matusala Addisu, Danilo Avola, Paola Bianchi, Paolo Bottoni, Stefano Levialdi, and Emanuele Panizzi
Subject Areas: Electronics & communications engineering [TJ]
