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Segmentation of Brain MR Images Through a Hidden Markov Random Field Model and the Expectation-Maximization Algorithm.
- Source :
-
IEEE Transactions on Medical Imaging . Jan2001, Vol. 20 Issue 1, p45. 13p. 11 Black and White Photographs, 3 Charts. - Publication Year :
- 2001
-
Abstract
- Focuses on a study which proposed a novel hidden Markov random field (HMRF) model, which is a stochastic process. Description of the HMRF model; Simulation of the model; Classification of the MRF-Maximum a posteriori; Model fitting using the expectation-maximization algorithm.
- Subjects :
- *MARKOV random fields
*MARKOV processes
Subjects
Details
- Language :
- English
- ISSN :
- 02780062
- Volume :
- 20
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Medical Imaging
- Publication Type :
- Academic Journal
- Accession number :
- 4228243
- Full Text :
- https://doi.org/10.1109/42.906424