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Title:Interactive Pattern Recognition Strategies for Multimedia Document Analysis and Search
Author(s):Dagli, Cagri K.
Doctoral Committee Chair(s):Huang, Thomas S.
Department / Program:Electrical and Computer Engineering
Discipline:Electrical and Computer Engineering
Degree Granting Institution:University of Illinois at Urbana-Champaign
Subject(s):Engineering, Electronics and Electrical
Abstract:Many problems in multimedia document analysis and search can be modeled as interactive prediction of semantic information. As a result, we can broadly decompose research into this area into the three critical system components: Interaction Strategies, Search/Learning Strategies and Representation. This dissertation seeks to make contributions to each of these components for image search, image annotation and multimodal document analysis applications scenarios. Several new techniques for search, interaction and representation are presented with empirical evaluation. Finally, an overview of contributions and thoughts for future work in this field are given.
Issue Date:2009
Description:202 p.
Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 2009.
Other Identifier(s):(MiAaPQ)AAI3362765
Date Available in IDEALS:2015-09-25
Date Deposited:2009

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