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| Title: | Joint parameter estimation and restoration using MRF models and homotopy continuation method |
| Authors: | Nanda, P K
Desai, U B
Poonacha, P G |
| Issue Date: | 1994 |
| Publisher: | IEEE |
| Citation: | Proceedings of the IEEE International Conference on Image Processing , 13-16 1994, P 705-709 |
| Abstract: | This paper presents a joint strategy for parameter estimation
of Markov Random Field (MRF) model and
image restoration. The proposed scheme is an unsupervised
one in the sense that no a priori knowledge of
the actual image is assumed. The technique of homotopy
continuation method is employed to estimate the
model parameters. The model considered involves line
fields and is tested on real images. Simulation results
are presented for gray level images. |
| Description: | Copyright for this article belongs to IEEE |
| URI: | http://hdl.handle.net/2080/367 |
| Appears in Collections: | Conference Papers
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