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Browse Conference Publications > Circuits and Systems, 1994. I ... Help

A homotopy continuation method for parameter estimation in MRF models and image restoration

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3 Author(s)
Nanda, P.K. ; Dept. of Electr. Eng., Indian Inst. of Technol., Bombay, India ; Desai, U.B. ; Poonacha, P.G.

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

Published in:
Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on  (Volume:3 )

Date of Conference: 30 May-2 Jun 1994

Page(s):
273 - 276 vol.3
Meeting Date :
30 May 1994-02 Jun 1994
Print ISBN:
0-7803-1915-X
INSPEC Accession Number:
5027209
Conference Location :
London
Digital Object Identifier :
10.1109/ISCAS.1994.409161
Product Type:
Conference Publications

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