05662nam 2200733 a 450 991046452340332120200520144314.01-283-23469-69786613234698981-4307-26-2(CKB)3400000000016365(EBL)840599(OCoLC)748215450(SSID)ssj0000646856(PQKBManifestationID)12283042(PQKBTitleCode)TC0000646856(PQKBWorkID)10605874(PQKB)11731586(MiAaPQ)EBC840599(WSP)00007753(Au-PeEL)EBL840599(CaPaEBR)ebr10493487(CaONFJC)MIL323469(EXLCZ)99340000000001636520110929d2011 uy 0engur|n|---|||||txtccrMultimedia information extraction and digital heritage preservation[electronic resource] /editors, Usha Mujoo Munshi, Bidyut Baran Chaudhuri ; series editor, Sankar K. PalSingapore World Scientific20111 online resource (413 p.)Statistical science and interdisciplinary research,1793-6195 ;v. 10Platinum jubilee seriesDescription based upon print version of record.981-4307-25-4 Includes bibliographical references and index.Foreword; Preface; Contents; 1. Motivating Ontology-Driven Information Extraction Burcu Yildiz and Silvia Miksch; Abstract; 1.1 Introduction; 1.2 Information Extraction; 1.3 Related Work; 1.4 Ontology-driven Information Extraction Systems; 1.4.1 System Architecture; 1.4.2 The Ontology Management Module (OMM); 1.4.2.1 Ontology Learning and Population; 1.4.2.2 Ontology Integration; 1.4.2.3 Ontology Evolution; 1.4.3 Rule Generation Module; 1.4.4 The Extraction Module; 1.5 Conclusion and Future Work; References2. Ontology Based Access of Heritage Artifacts on the Web Santanu Chaudhury and Hiranmay GhoshAbstract; 2.1 Introduction; 2.2 Ontology for Multimedia; 2.3 Construction of Multimedia Ontology; 2.4 Concept Recognition using Multimedia Ontology; 2.5 Distributed Architecture for Digital Heritage Library; 2.6 Application Examples; Heritage; Heritage +; 2.7 Contextual Advertising in Heritage Libraries; 2.8 Conclusion; References; 3. Semantic Integration of Classical and Digital Libraries S. Thaddeus, A. Jeganathan, Gracy T. Leema; Abstract; 3.1 Introduction; 3.2 Motivation3.3 Overview of Semantic Technology3.4 Resource Ontology; 3.5 Solution Architecture; 3.6 Related Works; 3.7 Conclusion; References; Appendix; 4. Low-level Visual Features with Semantics-based Image Retrieval V.P. Subramanyam Rallabandi; Abstract; 4.1 Introduction; 4.2 General Concepts of Content-Based Image Retrieval; 4.2.1 Query by Picture Example; 4.2.2 Relevance Feedback; 4.2.3 Multi-feature Indexing; 4.2.4 High-level Semantics-based Image Retrieval; 4.3 Proposed Image Retrieval System; 4.3.1 R-Tree Structure SOM; 4.3.2 Self-organizing Relevance Feedback; 4.4 Low-level Visual Descriptors4.4.1 Color Feature Descriptors4.4.2 Texture Feature Descriptors; 4.4.3 Shape Feature Descriptors; 4.4.4 Iconic Image Analysis; 4.5. Semantic Analysis of Images; 4.5.1 Semantic Reasoning and Contextual Knowledge; 4.5.2 Analysis and Detection; 4.5.3 Reducing the Semantic Gap; 4.5.4 Evaluation of Semantic Reasoning Approach; 4.5.5 Image Retrieval using Semantic Content; 4.6 Experimental Results and Discussion; 4.6.1 Image Database; 4.6.2 Results and Discussion; 4.7 Conclusion; References5. Narrowing the Semantic Gap in Image Retrieval: A Multimodal Approach William I. Grosky and Rajeev AgrawalAbstract; 5.1 Introduction; 5.2 Multimodal Image Representation and Retrieval; 5.2.1 Representing Image Data; 5.2.2 Taking the Advantage of Modalities; 5.2.3 Modality Fusion Techniques; 5.2.4 Closing the Gap Using Various Image Features; 5.2.5 Approaches to Efficient Image Retrieval; 5.3 Dimensionality Reduction Techniques; 5.3.1 The Curse of Dimensionality; 5.3.1.1 The Problems Caused by High Dimensionality; 5.3.1.2 Overcoming the Curse; 5.3.2 Dimensionality Reduction Techniques5.4 A Framework for Multimodal-Based Image RetrievalMultimedia Information Extraction and Digital Heritage Preservation is an edited volume of contributions by various distinguished researchers on issues in digital libraries, particularly in connection with heritage documents. This excellent collection of 21 papers covers various aspects of the problem. Cultural and scientific heritage resources are of fundamental value for human civilization, and their preservation is of utmost importance to mankind. Such preservation work has two aspects. First, the preservation of original objects and documents at source or in museums, and two, preservation Statistical science and interdisciplinary research ;v. 10.GenealogyDigital preservationIndiaElectronic books.Genealogy.Digital preservation006.312025.84Munshi Usha Mujoo969757Chaudhuri B. B(Bidyut Baran)948327Pal Sankar K117447Indian Statistical Institute.MiAaPQMiAaPQMiAaPQBOOK9910464523403321Multimedia information extraction and digital heritage preservation2203736UNINA