Journal article
A morphological estimator for clique potentials of binary Markov random fields
IEEE signal processing letters, Vol.7(5), pp.120-122
05/2000
Handle:
https://hdl.handle.net/2376/116650
Abstract
The authors consider the problem of estimating the parameters of a binary Markov random field from a given realization. They propose a consistent estimator of the clique potentials that can be implemented by means of morphological erosions. Experimental results demonstrate the effectiveness of the proposed approach.
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Details
- Title
- A morphological estimator for clique potentials of binary Markov random fields
- Creators
- K Sivakumar - Sch. of Electr. Eng. & Comput. Sci., Washington State Univ., Pullman, WA, USAJ Goutsias
- Publication Details
- IEEE signal processing letters, Vol.7(5), pp.120-122
- Academic Unit
- Voiland College of Engineering and Architecture
- Publisher
- IEEE
- Identifiers
- 99900548190401842
- Language
- English
- Resource Type
- Journal article