On the estimation of Markov random field parameters

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 21, Issue 3, 1999, Pages 216-224

  Borges, Carlos F ^a  

^a NAVAL POSTGRADUATE SCHOOL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DATA STRUCTURES; IMAGE ANALYSIS; LEAST SQUARES APPROXIMATIONS; MARKOV PROCESSES; PARAMETER ESTIMATION;

HISTOGRAM DATA; MARKOV RANDOM FIELD PARAMETERS;

PATTERN RECOGNITION;

EID: 0033098984     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.754587     Document Type: Article

References (7)

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3. G. Cross and A. Jain Markov Random Field Texture Models IEEE Trans. Pattern Analysis and Machine Intelligence vol. 5 no. 1 1983.
4. M. Gurelli and L. Onural On a Parameter Estimation Method for Gibbs-Markov Random Fields IEEE Trans. Pattern Analysis and Machine Intelligence vol. 16 no. 4 Apr. 1994.
5. C. Gauss Theoria Combinationis Observationum Erroribus Minimis Obnoxiae Classics in Applied Mathematics SIAM 1995.
6. B. Calder L. Linnett S. Clarke and D. Carmichael Improvements in Markov Random Field Parameter Estimation IEE E4 Colloquium on Multiresolution Image Processing. London: IEE Apr. 1995 no. 1995/077.
7. G. Golub and C.V. Loan Matrix Computations third ed. Baltimore: Johns Hopkins Univ. Press 1996.