Image segmentation using the Wigner-Ville distribution

Advances in Imaging and Electron Physics

Volumn 131, Issue SUPPL., 2004, Pages 65-80

  Hormigo, Javier ^a   Cristóbal, Gabriel ^b  

^a UNIVERSITY OF MÁLAGA   (Spain)

^b INSTITUTO DE ÓPTICA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; DATA COMPRESSION; FEATURE EXTRACTION; FOURIER TRANSFORMS; FUNCTION EVALUATION; IMAGE ANALYSIS; IMAGE SEGMENTATION; QUANTUM THEORY;

PSUUDO-WIGNER DISTRIBUTION (PWD); SPATIAL FREQUENCY; SPECTRAL DISPERSION; WIGNER-VILLE DISTRIBUTION (WVD);

PRINCIPAL COMPONENT ANALYSIS;

EID: 3042595984     PISSN: 10765670     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S1076-5670(04)31002-5     Document Type: Article

References (28)

1. Abeyskera S., Boashash B. Methods of signal classification using the images produced by the Wigner-Ville distribution. Patt. Rec. Letters. 12:1991;717-729.
2. Bartelt H.O., Brenner K., Lohmann A. The Wigner distribution and its optical production. Opt. Comm. 32:1980;32-38.
3. Claasen T., Mecklenbräuker W. The Wigner distribution: A tool for time-frequency signal analysis. Part I. Continuous-time signals. Philips J. Res. 35:1980;217-250.
4. Cohen L. Generalized phase-espace distribution functions. J. Math. Phys. 7:1966;781-786.
5. Cohen L. "Time-Frequency Analysis." 1995;Prentice Hall, Englewood Cliffs, NJ.
6. Cristóbal G., Bescos J., Santamaria J. Image analysis through the Wigner distribution function. Appl. Opt. 28:1989;262-271.
7. Cristóbal G., Hormigo J. Texture segmentation through eigen-analysis of the Pseudo-Wigner distribution. Patt. Rec. Letters. 20:1999;337-345.
8. Gabor D. Theory of Communication. J. Inst. Electr. Eng. 93:1946;429-457.
9. Gorecki C. Surface classification by an optoelectronic implementation of the Karhunen-Loève expansion. Appl. Optics. 30:1991;4548-4553.
10. Hahn S. Multidimensional complex signals with single-orthant spectra. Proc. IEEE. 80:1992;1287-1300.
11. Haykin S. Neural networks expand SP's horizons. Signal Proc. Magazine. 13:1996;24-49.
12. Haykin S., Battacharya T. Modular learning strategy for signal detection in a nonstationary environment. IEEE Trans. on Signal Processing. 45:1997;1619-1637.
13. Hormigo J., Cristobal G. High resolution spectral analysis of images using the Pseudo-Wigner distribution. IEEE Trans. on Signal Processing. 46:1998;1757-1763.
14. Jacobson L., Wechsler H. Joint spatial/spatial-frequency representation. Signal Proc. 14:1988;37-68.
15. Jain A., Karu K. Learning texture discrimination masks. IEEE Trans. on Patt. Anal. and Machine Intelligence. 18:1996;195-205.
16. Jones D., Parks T. A resolution comparison of several time-frequency representations. IEEE Trans. on Signal Proc. 40:1992;413-420.
17. Krumm J. "Space Frequency Shape Inference and Segmentation of 3D Surfaces." 1993;. PhD thesis, Carnegie Mellon University, Robotics Institute.
18. Kumar A., Pang G. Learning texture discrimination masks. IEEE Trans. on Systems Man and Cybernetics. 32:2002;553-570.
19. Malik, J., and Rosenholtz, R. (1994). Computing local surface orientation and shape from texture for curved surfaces. Technical Report UCB/CSD 93/775, University of California Berkeley, Computer Science Division (EECS).
20. Martin W., Flandrin P. Detection of changes of signal structure by using the Wigner-Ville spectrum. Signal Proc. 8:1985;215-233.
21. Otsu N. A threshold selection method for gray level histograms. IEEE Trans. on Systems Man and Cybernetics. 9:1979;62-66.
22. Reed T., Wechsler H. Segmentation of textured images and Gestalt organization using spatial/spatial-frequency representations. IEEE Trans. Pattern Analysis Mach. Intell. 12:1990;1-12.
23. Super B., Bovik A. Shape from texture using local spectral moments. IEEE Trans. Pattern Analysis Mach. Intell. 17:1995;333-343.
24. Suzuki H., Kobayashi F. A method of two-dimensional spectral analysis using the Wigner Distribution. Electronics and Communications in Japan. 75:1992;1006-1013.
25. Ville J. Theorie et applications de la notion de signal analitique. Cables et Transmission. 2A:1948;61-74.
26. Wigner E. On the quantum correction for thermodynamic equilibrium. Phys. Rev. 40:1932;749-759.
27. Williams W. Reduced interference distributions: Biological applications and interpretations. Proc. IEEE. 84:1996;1264-1280.
28. Zhu Y., Goutte R., Amiel M. On the use of a two-dimensional Wigner-Ville distribution for texture segmentation. Signal Proc. 30:1993;205-220.