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Title: A homotopy continuation method for parameter estimation in MRF models and image restoration
Authors: Nanda, P K
Desai, U B
Poonacha, P G
Issue Date: 1994
Publisher: IEEE
Citation: IEEE International Symposium on Circuits and Systems, 30 May - June 2, P 273-276
Abstract: In this paper, we present an alternate approach to estimate the parameters of a Markov random field (MRF) model for images using the concepts of homotopy continuation method. We also develop a joint parameter estimation and image restoration scheme where we have used a fairly general model involving the line fields and tested on a real image. Simulation results using gray level images are presented.
Description: Copyright for this article belongs to IEEE
Appears in Collections:Conference Papers

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