Interactive Pattern Recognition Strategies for Multimedia Document Analysis and Search
Dagli, Cagri K.
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https://hdl.handle.net/2142/81125
Description
Title
Interactive Pattern Recognition Strategies for Multimedia Document Analysis and Search
Author(s)
Dagli, Cagri K.
Issue Date
2009
Doctoral Committee Chair(s)
Huang, Thomas S.
Department of Study
Electrical and Computer Engineering
Discipline
Electrical and Computer Engineering
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
Engineering, Electronics and Electrical
Language
eng
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.
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