Frame representations for texture segmentation

IEEE Transactions on Image Processing

Volumn 5, Issue 5, 1996, Pages 771-780

  Laine, Andrew ^a   Fan, Jian ^a  

^a UNIVERSITY OF FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DIGITAL FILTERS; ERROR ANALYSIS; IMAGE SEGMENTATION; SIGNAL DETECTION; SIGNAL FILTERING AND PREDICTION; WAVELET TRANSFORMS;

ENVELOPE DETECTION; FRAME REPRESENTATION; HILBERT TRANSFORMS; MULTICHANNEL WAVELET FRAMES; TEXTURE SEGMENTATION; ZERO CROSSINGS;

FEATURE EXTRACTION;

EID: 0030151782     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.499915     Document Type: Article

References (25)

1. M. Kardan, J. M. H. Du Buf, and M. Span, "Texture feature performance for image segmentation," Pattern Recog., vol. 23. pp. 291-309, 1990.
2. J. Y. Hsiao and A. A. Sawchuk, "Supervised textured image segmentation using feature smoothing and probabilistic relaxation techniques," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 1279-1292, 1989.
3. T. R. Reed and H. Wechesler, "Segmentation of textured images and Gestalt organization using spatial/spatial-frequency representations," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, pp. 1-12, 1990.
4. S. G. Mallat, "Multifrequency channel decompositions of images and wavelet methods," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 2091-2110, 1989.
5. R. Wilson and M. Spann, "Finite prolate spheroidal sequences and their applications II: Image feature description and segmentation," IEEE Trans. Pattern Anal. Machine Intell., vol. 10, pp. 193-203, 1988.
6. A. C. Bovik, "Analysis of multichannel narrowband filters for image texture segmentation," IEEE Trans. Signal Processing, vol. 39, pp. 2025-2043, Sept. 1991.
7. A. K. Jain and F. Farrokhnia, "Unsupervised texture segmentation using Gabor filters," Pattern Recog., vol. 24, no. 12, pp. 1167-1186, 1991.
8. A. Laine and J. Fan, "An adaptive approach for texture segmentation by multichannel wavelet frames," in SPIE Proc. Math. Imag.: Wavelet Applic. Signal Image Processing, vol. 2034, pp. 288-299, 1993.
9. _, "Texture classification by wavelet packet signatures," IEEE Trans. Pattern Anal. Machine Intell., vol. 15, no. 11, pp. 1186-1191, 1993.
10. A. Kundu and J. Chen, "Texture classification using QMF bank-based subband decomposition," CVGIP: Graphical Models Image Processing, vol. 54, no. 5, pp. 369-384, 1992.
11. J. Chen and A. Kundu, "Rotation and gray scale transform invariant texture identification using wavelet decomposition and hidden Markov model," IEEE Trans. Pattern Anal. Machine Intell., vol. 16, no. 2, pp. 208-214, 1993.
12. M. Unser, "Texture discrimination using wavelets," in Proc. IEEE Comput. Soc. Conf. Comput. Vision Pattern Recog., 1993, pp. 640-641.
13. M. V. Wickerhauser, "Acoustic signal compression with wavelet packets," Wavelets: A Tutorial in Theory and Applications, C. K. Chui, Ed. New York: Academic, 1992.
14. R. R. Coifman and M. V. Wickerhauser, "Entropy-based algorithms for best basis selection," IEEE Trans. Inform. Theory, vol. 38, pp. 713-718, 1992.
15. P. P. Vaidyanathan, Multirate Systems and Filter Banks. Englewood Cliffs, NJ: Prentice-Hall, 1993.
16. O. Rioul and M. Vetterli. "Wavelet and signal processing," IEEE Signal Processing Mag., pp. 14-38, Oct. 1991.
17. A. Papoulis, Signal Analysis. New York: McGraw-Hill, 1977.
18. A. V. Oppenheim and R. W. Schafer, Discrete-Time Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
19. P. Desarte, B. Macq, and D. T. Slock, "Signal-adapted multiresoluion transform for image coding," IEEE Trans. Inform. Theory, vol. 38, no. 2, pp. 897-904, 1992.
20. I. Daubechies, Ten Lectures on Wavelets. Philadelphia, PA: Society for Industrial and Applied Mathematics, 1992.
21. Y. Liu and A. N. Akansu, "An evaluation of time-frequency localization in transforms and filter banks," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, 1993, pp. 261-263.
22. S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 674-693, 1989.
23. N. Saito. "Local feature extraction and its applications using a library of bases," Ph.D. dissertation, Yale University, New Haven, CT: 1994.
24. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis. New York: Wiley, 1973.
25. P. Brodatz, Textures: A Photographic Album for Artists and Designers. Mineola, NY: Dover, 1966, plates D12 and D17.