Gaussian Markov random field based improved texture descriptor for image segmentation

This paper proposes a novel robust texture descriptor based on Gaussian Markov random fields (GMRFs). A spatially localized parameter estimation technique using local linear regression is performed and the distributions of local parameter estimates are constructed to formulate the texture features....

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Bibliographic Details
Main Authors: Dharmagunawardhana, Chathurika (Author), Mahmoodi, Sasan (Author), Bennett, Michael (Author), Niranjan, Mahesan (Author)
Format: Article
Language:English
Published: 2014-11.
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