An algorithm for binary image segmentation using polygonal Markov fields

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3617 LNCS, Issue , 2005, Pages 383-390

  Kluszczyński, Rafał ^a   Van Lieshout, Marie Colette ^b   Schreiber, Tomasz ^a  

^a NICOLAUS COPERNICUS UNIVERSITY   (Poland)

^b CWI   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; HAMILTONIANS; MARKOV PROCESSES; MONTE CARLO METHODS; PROBLEM SOLVING; STATISTICAL METHODS;

GIBBSIAN MODIFICATION; POLYGONAL MARKOV FIELDS;

IMAGE SEGMENTATION;

EID: 33745124394     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11553595_47     Document Type: Conference Paper

References (12)

1. ARAK, T. (1982) On Markovian random fields with finite number of values. In 4th USSR-Japan Symposium on Probability Theory and Mathematical Statistics, Abstracts of Communications, Tbilisi.
2. ARAK, T. AND SURGAILIS, D. (1989) Markov fields with polygonal realisations. Probability Theory and Related Fields 80, 543-579.
3. ARAK, T. AND SURGAILIS, D. (1991) Consistent polygonal fields. Probability Theory and Related Fields 89, 319-346.
4. ARAK, T., CLIFFORD, P. AND SURGAILIS, D. (1993) Point-based polygonal models for random graphs. Advances in Applied Probability 25, 348-372.
5. BADDELEY, A. J. AND VAN LIESHOUT, M.N.M. (1992) ICM for object recognition. In Computational Statistics, Y. Dodge and J. Whittaker (Eds.), volume 2, pp. 271-286. Physica/Springer, Heidelberg.
6. CLIFFORD, P. AND MIDDLETON, R.D. (1989) Reconstruction of polygonal images. Journal of Applied Statistics 16, 409-422.
7. CLIFFORD, P. AND NICHOLLS, G.K. (1994) A Metropolis sampler for polygonal image reconstruction. Electronic version available at: http://www.stats.ox.ac. uk/~clifford/papers/met_poly.html.
8. HURN, M.A., HUSBY, O. AND RUE, H. (2003) Advances in Bayesian image analysis. In Highly Structured Stochastic Systems, P.J. Green, S. Richardson and N.L. Hjort (Eds.), Oxford Statistical Science Series 27, 323-325. Oxford University Press, Oxford.
9. KLUSZCZYŃSKI, R., VAN LIESHOUT, M.N.M. AND SCHREIBER, T. (2004) Image segmentation by polygonal Markov fields. Electronic version available as CWI Research Report PNA-R0409 at: http://www.cwi.nl/publications.
10. ROSENFELD, A. AND KAK, A.C. (1982) Digital picture processing, second edition, volume 2. Academic Press, Orlando.
11. SCHREIBER, T. (2003) Mixing properties of polygonal Markov fields in the plane. Electronic version available at: http://www.mat.uni.torun.pl/praprints, 18-2003.
12. SCHREIBER, T. (2004) Random dynamics and thermodynamic limits for polygonal Markov fields in the plane. Electronic version available at: http://www.mat.uni.torun.pl/preprints, 17-2004.