Texture classification based on spatial dependence features using co-occurrence matrices and Markov Random Fields

Proceedings - International Conference on Image Processing, ICIP

Volumn 1, Issue , 2004, Pages 239-242

  Schwartz, William Robson ^a   Pedrini, Hélio ^a  

^a FEDERAL UNIVERSITY OF PARANÁ   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE CLASSIFICATION; IMAGE ELEMENTS; SPATIAL DEPENDENCE; TEXTURE ANALYSIS;

IMAGE PROCESSING; IMAGE SEGMENTATION; MARKOV PROCESSES; MATRIX ALGEBRA; PATTERN RECOGNITION; PROBABILITY DISTRIBUTIONS; ROBUSTNESS (CONTROL SYSTEMS); TEXTURES;

IMAGE ANALYSIS;

EID: 20444443187     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2004.1418734     Document Type: Conference Paper

References (12)

1. R. Pirrone and M. La Cascia, 'Texture classification for content-based image retrieval," in Proceedings of 11th International Conference on Image Analysis and Processing (ICIAP'2001), Palermo, Italy, Sept. 2001.
2. J. L. Chen and A. Kundu, "Unsupervised Texture Segmentation Using Multichannel Decomposition and Hidden Markov Models," IEEE Transactions on Image Processing, vol. 4, no. 5, pp. 603-619, May 1995.
3. T. Ojala and M. Pietikainen, "Unsupervised Texture Segmentation Using Feature Distributions," Pattern Recognition, vol. 32, no. 3, pp. 477-486, Mar. 1999.
4. A. Barker and P. Rayner, "Unsupervised Image Segmentation Using Markov Random Field Models," Pattern Recognition, vol. 33, no. 4, pp. 587-602, 2000.
5. M. Idrissa and M. Acheroy, 'Texture Classification Using Gabor Filters," Pattern Recognition Letters, vol. 23, no. 9, pp. 1095-1102, July 2002.
6. M. Ceccarelli and A. Petrosino, "A parallel fuzzy scale-space approach to the Unsupervised texture separation," Pattern Recognition Letters, vol. 23, no. 5, pp. 557-567, Mar. 2002.
7. R. M. Haralick and L. G. Shapiro, Computer and Robot Vision, Addison-Wesley, 1992.
8. R. M. Haralick, K. K. Shanmugam, and I. Dinstein, 'Textural Features for Image Classification," IEEE Transactions on Systems, Man, and Cybernetics, vol. 3, no. 6, pp. 610-611, 1973.
9. J. E. Besag, "Spatial Interaction and the Statistical Analysis of Lattice Systems," Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 36, no. 2, pp. 192-236, May 1974.
10. G. R. Cross and A. K. Jain, "Markov Random Field Texture Models," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 5, no. 1, pp. 25-39, Jan. 1983.
11. R. Kashyap and R. Chellappa, "Estimation and Choice of Neighbors in Spatial-interaction Models of Images," IEEE Transactions on Information Theory, vol. 29, no. 1, pp. 60-72, Jan. 1983.
12. S. Geman and D. Geman, "Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 6, no. 6, pp. 721-741, Nov. 1984.