메뉴 건너뛰기




Volumn 24, Issue 10, 2006, Pages 1103-1114

A Markov random field image segmentation model for color textured images

Author keywords

Color; Markov random fields; Parameter estimation; Segmentation; Texture

Indexed keywords

ALGORITHMS; COMBINATORIAL MATHEMATICS; COMPUTER SIMULATION; GAUSSIAN NOISE (ELECTRONIC); IMAGE SEGMENTATION; MARKOV PROCESSES; OPTIMIZATION; PARAMETER ESTIMATION; SET THEORY; TEXTURES;

EID: 33747078407     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2006.03.005     Document Type: Article
Times cited : (185)

References (39)
  • 3
    • 84990602490 scopus 로고
    • Optimal approximations by piecewise smooth functions and associated variational problems
    • Mumford D., and Shah J. Optimal approximations by piecewise smooth functions and associated variational problems. Communications on Pure and Applied Mathematics 42 (1989) 577-685
    • (1989) Communications on Pure and Applied Mathematics , vol.42 , pp. 577-685
    • Mumford, D.1    Shah, J.2
  • 5
    • 0002131260 scopus 로고    scopus 로고
    • Pattern theory: a unifying perspective
    • Knill D., and Richards W. (Eds), Cambridge University Press, Cambridge
    • Mumford D. Pattern theory: a unifying perspective. In: Knill D., and Richards W. (Eds). Perception as Bayesian Inference (1996), Cambridge University Press, Cambridge 25-62
    • (1996) Perception as Bayesian Inference , pp. 25-62
    • Mumford, D.1
  • 8
    • 0002296060 scopus 로고
    • The Bayesian rationale for energy functionals
    • Romeny B. (Ed), Kluwer, Dordrecht
    • Mumford D. The Bayesian rationale for energy functionals. In: Romeny B. (Ed). Geometry-Driven Diffusion in Computer Vision (1994), Kluwer, Dordrecht 141-153
    • (1994) Geometry-Driven Diffusion in Computer Vision , pp. 141-153
    • Mumford, D.1
  • 9
    • 33750916353 scopus 로고    scopus 로고
    • N. Vandenbroucke, L. Macaire, J. Postaire, Color image segmentation by supervised pixel classification in a color texture feature space. Application to soccer image segmentation, in: Proceedings of the International Conference on Pattern Recognition, vol. III, Barcelona, Spain, 2000, pp. 621-624.
  • 11
    • 0002241694 scopus 로고
    • The SEM algorithm: a probabilisitic teacher algorithm derived from the EM algorithm for the mixture problem
    • Celeux G., and Diebolt J. The SEM algorithm: a probabilisitic teacher algorithm derived from the EM algorithm for the mixture problem. Computational Statistics Quaterly 2 (1985) 73-82
    • (1985) Computational Statistics Quaterly , vol.2 , pp. 73-82
    • Celeux, G.1    Diebolt, J.2
  • 12
    • 0027591549 scopus 로고
    • SEM algorithm and unsupervised statistical segmentation of satellite images
    • Masson P., and Pieczynski W. SEM algorithm and unsupervised statistical segmentation of satellite images. IEEE Transactions on Geoscience and Remote Sensing 31 3 (1993) 618-633
    • (1993) IEEE Transactions on Geoscience and Remote Sensing , vol.31 , Issue.3 , pp. 618-633
    • Masson, P.1    Pieczynski, W.2
  • 13
    • 0024855884 scopus 로고
    • An iterative Gibbsian technique for reconstruction of M-ary images
    • Chalmond B. An iterative Gibbsian technique for reconstruction of M-ary images. Pattern Recognition 22 6 (1989) 747-762
    • (1989) Pattern Recognition , vol.22 , Issue.6 , pp. 747-762
    • Chalmond, B.1
  • 14
    • 0003126626 scopus 로고
    • Global and Local Methods of Unsupervised Bayesian Segmentation of Images
    • Braathen B., Pieczynski W., and Masson P. Global and Local Methods of Unsupervised Bayesian Segmentation of Images. Machine Graphics and Vision 2 1 (1993) 39-52
    • (1993) Machine Graphics and Vision , vol.2 , Issue.1 , pp. 39-52
    • Braathen, B.1    Pieczynski, W.2    Masson, P.3
  • 15
    • 0028996751 scopus 로고    scopus 로고
    • Z. Kato, M. Berthod, J. Zerubia, W. Pieczynski, Unsupervised adaptive image segmentation, in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, vol. 4, IEEE, Detroit, Michigan, USA, 1995, pp. 2399-2402.
  • 16
    • 0026940657 scopus 로고
    • Color images segmentation using scale space filter and Markov random field
    • Huang C.L., Cheng T.Y., and Chen C.C. Color images segmentation using scale space filter and Markov random field. Pattern Recognition 25 10 (1992) 1217-1229
    • (1992) Pattern Recognition , vol.25 , Issue.10 , pp. 1217-1229
    • Huang, C.L.1    Cheng, T.Y.2    Chen, C.C.3
  • 20
    • 84947923186 scopus 로고    scopus 로고
    • A Markov random field image segmentation model using combined color and texture features
    • Proceedings of International Conference on Computer Analysis of Images and Patterns. Skarbek W. (Ed), Springer, Warsaw, Poland
    • Kato Z., and Pong T.C. A Markov random field image segmentation model using combined color and texture features. In: Skarbek W. (Ed). Proceedings of International Conference on Computer Analysis of Images and Patterns. Lecture Notes in Computer Science vol. 2124 (2001), Springer, Warsaw, Poland 547-554
    • (2001) Lecture Notes in Computer Science , vol.2124 , pp. 547-554
    • Kato, Z.1    Pong, T.C.2
  • 21
    • 0035423154 scopus 로고    scopus 로고
    • Unsupervised segmentation of color-texture regions in images and video
    • (URL http://vision.ece.ucsb.edu/segmentation/jseg/)
    • Deng, Y., and Manjunath B.S. Unsupervised segmentation of color-texture regions in images and video. IEEE Transactions on Pattern Analysis and Machine Intelligence 23 8 (2001) 800-810. http://vision.ece.ucsb.edu/segmentation/jseg/ (URL http://vision.ece.ucsb.edu/segmentation/jseg/)
    • (2001) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.23 , Issue.8 , pp. 800-810
    • Deng,, Y.1    Manjunath, B.S.2
  • 22
    • 0344666539 scopus 로고    scopus 로고
    • Z. Kato, T.C. Pong, G.Q. Song, Unsupervised segmentation of color textured images using a multi-layer MRF model, in: Proceedings of International Conference on Image Processing, vol. I, IEEE, Barcelona, Spain, 2003, pp. 961-964.
  • 23
    • 10044227540 scopus 로고    scopus 로고
    • Integration of feature distributions for colour texture segmentation
    • Kittler J., Petrou M., and Nixon M. (Eds), IAPR, IEEE, Cambridge, UK
    • Nammalwar P., Ghita O., and Whelan P.F. Integration of feature distributions for colour texture segmentation. In: Kittler J., Petrou M., and Nixon M. (Eds). Proceedings of the International Conference on Pattern Recognition vol. 1 (2004), IAPR, IEEE, Cambridge, UK 716-719
    • (2004) Proceedings of the International Conference on Pattern Recognition , vol.1 , pp. 716-719
    • Nammalwar, P.1    Ghita, O.2    Whelan, P.F.3
  • 25
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • Redner R.A., and Walker H.F. Mixture densities, maximum likelihood and the EM algorithm. SIAM Review 26 2 (1984) 195-239
    • (1984) SIAM Review , vol.26 , Issue.2 , pp. 195-239
    • Redner, R.A.1    Walker, H.F.2
  • 26
    • 0032663328 scopus 로고    scopus 로고
    • Filtering for texture classification: A comparative study
    • (URL http://www.ux.his.no/~tranden/)
    • Randen T., and Husoy J.H. Filtering for texture classification: A comparative study. IEEE Transactions on Pattern Analysis and Machine Intelligence 21 4 (1999) 291-310. http://www.ux.his.no/~tranden/ (URL http://www.ux.his.no/~tranden/)
    • (1999) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.21 , Issue.4 , pp. 291-310
    • Randen, T.1    Husoy, J.H.2
  • 27
    • 32044457458 scopus 로고    scopus 로고
    • A study of Gaussian mixture models of colour and texture features for image classification and segmentation
    • Permuter H., Francos J., and Jermyn I. A study of Gaussian mixture models of colour and texture features for image classification and segmentation. Pattern Recognition 39 4 (2006) 695-706
    • (2006) Pattern Recognition , vol.39 , Issue.4 , pp. 695-706
    • Permuter, H.1    Francos, J.2    Jermyn, I.3
  • 28
    • 0004111408 scopus 로고    scopus 로고
    • Sangwine S.J., and Horne R.E.N. (Eds), Chapman & Hall, London
    • In: Sangwine S.J., and Horne R.E.N. (Eds). The Colour Image Processing Handbook (1998), Chapman & Hall, London
    • (1998) The Colour Image Processing Handbook
  • 29
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • Jain A.K., and Farrokhnia F. Unsupervised texture segmentation using Gabor filters. Pattern Recognition 24 12 (1991) 1167-1186
    • (1991) Pattern Recognition , vol.24 , Issue.12 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 33
  • 34
    • 0033874010 scopus 로고    scopus 로고
    • Unsupervised image segmentation using Markov random field models
    • Barker S.A., and Rayner P.J.W. Unsupervised image segmentation using Markov random field models. Pattern Recognition 33 4 (2000) 587-602
    • (2000) Pattern Recognition , vol.33 , Issue.4 , pp. 587-602
    • Barker, S.A.1    Rayner, P.J.W.2
  • 35
    • 33747041382 scopus 로고    scopus 로고
    • Reversible jump Markov chain Monte Carlo for unsupervised MRF color image segmentation
    • Hoppe A., Barman S., and Ellis T. (Eds), BMVA, Kingston, UK
    • Kato Z. Reversible jump Markov chain Monte Carlo for unsupervised MRF color image segmentation. In: Hoppe A., Barman S., and Ellis T. (Eds). Proceedings of Brithish Machine Vision Conference vol. 1 (2004), BMVA, Kingston, UK 37-46
    • (2004) Proceedings of Brithish Machine Vision Conference , vol.1 , pp. 37-46
    • Kato, Z.1
  • 36
    • 0022286091 scopus 로고    scopus 로고
    • D. Geman, Bayesian image analysis by adaptive annealing, in: Proceedings of International Geoscience and Remote Sensing Symposium, IEEE, Amherst, USA, 1985, pp. 269-277.
  • 37
    • 0033116536 scopus 로고    scopus 로고
    • Unsupervised parallel image classification using Markovian models
    • Kato Z., Zerubia J., and Berthod M. Unsupervised parallel image classification using Markovian models. Pattern Recognition 32 4 (1999) 591-604
    • (1999) Pattern Recognition , vol.32 , Issue.4 , pp. 591-604
    • Kato, Z.1    Zerubia, J.2    Berthod, M.3
  • 38
    • 84995340297 scopus 로고    scopus 로고
    • MIT VisTex, texture database, 1995 (URL http://vismod.media.mit.edu/vismod/imagery/VisionTextur%e/vistex.html).
  • 39
    • 84995342263 scopus 로고    scopus 로고
    • P. Colantoni, ColorSpace 1.06, software, 2004 (URL http://www.couleur.org/).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.