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Query Of Image Content Using Wavelets And Gibbs-Markov Random Fields, Imtiaz Hossain
Query Of Image Content Using Wavelets And Gibbs-Markov Random Fields, Imtiaz Hossain
LSU Master's Theses
The central theme of this thesis is the application of Wavelets and Random Processes to content-based image query (on texture patterns, in particular). Given a query image, a content-based search extracts a certain representative measure (or signature) from the query image and likewise for all the target images in the search archive. A good representative measure is one that provides us with the ability to differentiate easily between different patterns. A distance measure is computed between the query properties and the properties of each of the target images. The lowest distance measure gives us the best target match for the …