An experiment on texture segmentation using modulated wavelets

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.

Volumn 28, Issue 5, 1998, Pages 720-725

  Hsin, Hsi Chin ^a   Li, Ching Chung ^b  

^a CHUNG HUA UNIVERSITY   (Taiwan)

^b University of Pittsburgh   (United States)

Author keywords

Modulated wavelets; Texture segmentation; Wavelet transform

Indexed keywords

DIGITAL FILTERS; WAVELET TRANSFORMS;

MODULATED WAVELETS; TEXTURE SEGMENTATION;

IMAGE SEGMENTATION;

EID: 0032165988     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.709624     Document Type: Article

References (28)

1. R. M. Haralick and L. G. Shapiro, Computer and Robot Vision. Reading, MA: Addison-Wesley, 1992, ch. 9, vol. 1.
2. B. Julesz and J. R. Bergen, "Textons, the fundamental elements in preattentive vision and perception of textures," Bell Syst. Tech. J., vol. 62, no. 6, pp. 1619-1645, 1983.
3. J. G. Daugman, "Two dimensional spectral analysis of cortical receptive field profiles," Vision Res., vol. 20, pp. 847-856, 1980.
4. _, "Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two dimensional visual cortical filters," J. Opt. Soc. Amer., vol. 2, no. 7, pp. 1160-1169, 1985.
5. _, "Complete discrete 2-D Gabor transforms by neural networks for image analysis and comparison," IEEE Trans. Acoust., Speech, Signal Processing, vol. 36, pp. 1169-1179, July 1988.
6. A. C. Bovik, M. Clark, and W. S. Geisler, "Multichannel texture analysis using localized spatial filters," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, pp. 55-73, Jan. 1990.
7. A. K. Jain and F. Farrokhnia, "Unsupervised texture segmentation using Gabor filters," Pattern Recognit., vol. 24, pp. 1167-1186, Dec. 1991.
8. A. C. Bovik, N. Gopal, T. Emmoth, and A. Restrepo, "Localized measurement of emergent image frequencies by Gabor wavelets," IEEE Trans. Inform. Theory, vol. 38, pp. 691-712, Mar. 1992.
9. J. Bigiun and J. M. H du Buf, "N-folded symmetries by complex moments in Gabor space and their applications in unsupervised texture segmentation," IEEE Trans. Pattern Anal. Machine Intell., vol. 16, pp. 80-87, Jan. 1994.
10. A. Teuner, O. Pichler, and B. J. Hosticka, "Unsupervised texture segmentation in images using tuned matched Gabor filters," IEEE Trans. Image Processing, vol. 4, pp. 863-870, June 1995.
11. D. Dunn and W. E. Higgins, "Optimal Gabor filters for texture segmentation," IEEE Trans. Image Processing, vol. 4, pp. 947-964, July 1995.
12. P. P. Raghu and B. Yegnanarayana, "Segmentation of Gabor-filtered textures using deterministic relaxation," IEEE Trans. Image Processing, vol. 5, pp. 1625-1636, Dec. 1996.
13. G. Ravichandran and M. M. Trivedi, "Cricular-Mellin features for texture segmentation," IEEE Trans. Image Processing, vol. 4, pp. 1629-1640, Dec. 1995.
14. B. S. Manjunath and R. Chellappa, "Unsupervised texture segmentation using Markov random fields," IEEE Trans. Pattern Anal. Machine Intell., vol. 13, pp. 478-482, May 1991.
15. C. S. Won and H. Derin, "Unsupervised segmentation of noisy and textured images using Markov random fields," CVGIP: Graph. Models Image Processing, vol. 54, no. 4, pp. 308-328, 1992.
16. J. L. Chen and A. Kundu, "Unsupervised texture segmentation using multichannel decomposition and hidden Markov models," IEEE Trans. Image Processing, vol. 4, pp. 603-619, May 1995.
17. S. Krishnamachari and R. Chellappa, "Multiresolution Gauss Markov random field models for texture segmentation," IEEE Trans. Image Processing, vol. 6, pp. 251-267, Feb. 1997.
18. S. R. Yhann and T. Y. Young, "Boundary localization in texture segmentation," IEEE Trans. Image Processing, vol. 4, pp. 849-856, June 1995.
19. M. Unser and M. Eden, "Multiresolution feature extraction and selection for texture segmentation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, no. 7, pp. 717-728, 1989.
20. C. Bouman and B. Liu, "Multiple resolution segmentation of textured images," IEEE Trans. Pattern Anal. Machine Intell., vol. 13, pp. 99-113, Feb. 1991.
21. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math., vol. 41, pp. 909-996, 1988.
22. S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, no. 7, pp. 674-693, 1989.
23. 2(R)," Trans. Amer. Math. Soc., vol. 315, no. 1, pp. 69-88, 1989.
24. G. Strang and T. Nguyen, Wavelets and Filter Banks. Wellesley, MA: Wellesley-Cambridge, 1996.
25. T. Chang and C. C. J. Kuo, "Texture analysis and classification with tree-structured wavelet transform," IEEE Trans. Image Processing, vol. 2, pp. 429-441, Oct. 1993.
26. A. Laine and J. Fan, "Texture classification by wavelet packet signatures," IEEE Trans. Pattern Anal. Machine Intell., vol. 15, pp. 1186-1191, Nov. 1993.
27. M. Unser, "Texture classification and segmentation using wavelet frames," IEEE Trans. Image Processing, vol. 4, pp. 1549-1560, Nov. 1995.
28. A. Laine and J. Fan, "Frame representation for texture segmentation," IEEE Trans. Image Processing, vol. 5, pp. 771-780, May 1996.