Are multifractal multipermuted multinomial measures good enough for unsupervised image segmentation?

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 1, Issue , 2000, Pages 58-63

  Kam, Lui ^a   Blanc Talon, Jacques ^a  

^a Centre Technique d'Arcueil   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; FRACTALS; INVERSE PROBLEMS; MATHEMATICAL MODELS; POLYNOMIALS;

AUTOMATIC CLUSTERING ALGORITHMS; MULTIFRACTAL MULTIPERMUTED MULTINOMIAL MEASURES; TEXTURE DISCRIMINATION;

IMAGE SEGMENTATION;

EID: 0033698063     PISSN: 10636919     EISSN: None     Source Type: Journal    
DOI: 10.1109/CVPR.2000.855799     Document Type: Conference Paper

References (25)

1. S. Beucher C. Lantuéjoul Use of watersheds in contour detection Int. Workshop on Image Processing Int. Workshop on Image Processing 1979
2. B. Chaudhuri N. Sarkar Texture segmentation using fractal dimension IEEE Trans. PAMI 17 1 72 77 1995
3. K. Deguchi I. Morishita Texture characterization and texture-based image partitioning using two-dimensional linear estimation techniques IEEE Trans. Computers C-27 8 739 745 1978
4. L. Devroye Nonparametric Density Estimation-the L View 1984 Wiley & Sons New York
5. L. Devroye The double kernel method in density estimation Annales de l'Institut Henri Poincaré 25 533 580 1989
6. B. S. Everitt Cluster Analysis 1993 Edward Arnold
7. K. J. Falconer Techniques in Fractal Geometry 1997 Wiley & Sons Chichester
8. A. Gagalowicz C. Tournier-Lasserve Third order model for non homogeneous natural textures IEEE ICIP 409 411 IEEE ICIP 1986
9. J. Håkansson G. Russberg Finite-size effects on the characterization of fractal sets: f(α) construction via box counting on a finite two-scaled Cantor set Physical Review A 41 4 1855 1861 1990
10. R. M. Haralick K. Shanmugam I. Dinstein Textural features for image classification IEEE Trans. SMC 3 6 610 621 1973
11. L. Kam J. Blanc-Talon Multifractal texture characterization for real world image segmentation Advanced Concepts for Intelligent Vision Systems 45 50 1999
12. L. Kam J. Blanc-Talon Intelligent Systems: Theory and Applications 2000 IOS Press Netherlands Multifractal Texture Segmentation For Off-Road Robot Vision
13. J. M. Keller S. Chen R. M. Crownover Texture description and segmentation through fractal geometry CVGIP 45 150 166 CVGIP 1989
14. J. M. Keller Y. B. Seo Local fractal geometric features for image segmentation International Journal of Imaging Systems and Technology 2 267 284 1990
15. K. I. Laws Rapid texture identification In SPIE Conf. on Image Proc. for Missile Guidance 376 380 In SPIE Conf. on Image Proc. for Missile Guidance 1980
16. J. Lévy-Véhel P. Mignot Multifractal segmentation of images Fractals 2 3 371 377 1994
17. J. Lévy-Véhel P. Mignot J. P. Berroir Texture and multifractals: new tools for image analysis June 1992 France 1706 INRIA
18. J. Maeda V. V. Anh T. Ishizaka Y. Suzuki Integration of local fractal dimension and boundary edge in segmenting natural images IEEE ICIP 845 848 IEEE ICIP 1996
19. P. Martinez D. Schertzer K. Pham Texture analysis by universal multifractal features in a polarimetric SAR image IGARSS'96 1 27 31 IGARSS'96 1996
20. F. G. Peet T. S. Sahota Surface curvature as a measure of image texture IEEE Trans. PAMI 7 6 734 738 1985
21. A. P. Pentland Fractal-based description of natural scenes IEEE Trans. PAMI 6 6 661 674 1984
22. S. Philipp M. Smadja Approximation of granular textures by quadric surfaces Pattern Recognition 27 8 1051 1063 1994
23. N. Sarkar B. Chaudhuri Multifractal and generalized dimensions of gray-tone digital images Signal Processing 42 181 190 1995
24. D. W. Scott Multivariate Density Estimation: Theory, Practice, and Visualization 1992 Wiley & Sons New York
25. J. Serra Image Analysis and Mathematical Morphology 1982 Academic Press London