Directional clutter removal of aerial digital images using X-ray wavelet transform and Markov random field

IEEE Transactions on Geoscience and Remote Sensing

Volumn 37, Issue 5 pt 1, 1999, Pages 2181-2191

  Zheng, Lei ^a   Chan, Andrew K ^a   Liu, Steve ^a   Smith, Walter ^a   Holyer, Ronald J ^a  

^a Texas AandM University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MARKOV PROCESSES; OCEANOGRAPHY; WATER WAVES; WAVELET TRANSFORMS;

AERIAL DIGITAL IMAGES; DIRECTIONAL CLUTTER REMOVAL; MARKOV RANDOM FIELD; SPECTRAL SPATIAL MAXIMUM EXCLUSIVE MEAN; X RAY WAVELET TRANSFORM;

AERIAL PHOTOGRAPHY;

EID: 0033189371     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/36.789615     Document Type: Article

References (24)

1. J. Besag, "Spatial interaction and the statistical analysis of lattice systems," J. R. Slat. Soc., B. vol. 36, pp. 192-236, 1974.
2. R. N. Bracewell, "Image reconstruction in radio astronomy," in Image Reconstruction from Projections, G. T. Herman, Ed. New York: Springer-Verlag, 1979, vol. 32, pp. 81-104.
3. C. H. Chapman, "A new method for comuteing synthetic seismograms," Geophys. J. R. Astron. Soc., vol. 54, pp. 481-518, 1977.
4. C. K. Chui, Wavelets: A Tutorial in Theory and Applications. New York: Academic, 1992.
5. M. M. Crawford and M. R. Ricard, "Hierarchical classification of SAR data using a Markov random field model," in IEEE Southwest Symp. Image Analysis and Interpretation, Apr. 1998, pp. 81-86.
6. I. Daubechies, Ten Lectures on Wavelets. Philadelphia, PA: SIAM, 1992.
7. H. Derin and H. Elliott, "Modeling and segmentation of noisy and textured images using Gibbs random fields," IEEE Trans. Pattern Anal. Machine Inteli, vol. PAMI-9, pp. 39-55, Jan. 1987.
8. L. Faqi, M. M. N. Kabir, and D. J. Verschuur, "Seismic processing using the wavelet and the radon transform," J. Seis. Explor., vol. 4, pp. 375-390, 1995.
9. J. F. Greenleaf and R. C. Bahn, "Clinical imaging with transmissive ultrsonic computerized tomography," IEEE Trans. Biomed. Eng., vol. BME-28, pp. 177-185, 1981.
10. S. Geman and D. Geman, "Stochastic relaxation: Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Machine Inteli., vol. PAMI-6, pp. 721-741, 1984.
11. R. C. Gonzalez, Digital Image Processing. Reading, MA: AddisonWesley, 1987.
12. W. Han and J. Lin, "Minimum-maximum exclusive mean (MMEM) filter to remove impulse noise from highly corrupted images," Electron. Lett., vol. 33, no. 2, pp. 124-125, Jan. 1997.
13. P. V. C. Hough, "Methods and means for recognizing complex patterns," U.S. Patent 3069654.
14. P. M. Joseph, S. K. Hial, R. A. Schulz, and F. Kelcz, "Clinical and experimental investigation of a smoothed CT reconstruction algorithm," Radiology, vol. 134, pp. 507-516, 1980.
15. R. Kindermann and J. L. Snell, Markov Random Fields and Their Applications. Providence, RI: Amer. Math. Soc., 1980.
16. S. Z. Li, Markov Random Field Modeling in Computer Vision. New York: Springer-Verlag, 1995.
17. S. Lu, W. F. Smith, R. J. Holyer, A. Chan, and S. J. Liu, "Directional noise removal from aerial imagery using wavelet X-ray transform," in Proc. IGARSS , 1998, vol. 4, pp. 2038-2040.
18. N. D. A. Mascarenhas and A. C. Frery, "SAR image filtering with the ICM algorithm," in IEEE Geoscience and Remote Sensing Symposium, IGARSS, 1994, vol. 4, pp. 2185-2187.
19. M. Malfait and D. Roose, "Wavelet-based image denoising using a Markov random field a priori model," IEEE Trans. Image Processing, vol. 6, pp. 549-565, Apr. 1997.
20. T. Oison and J. Destefano, "Wavelet localization of the radon transform," IEEE Trans. Signal Processing, vol. 42, pp. 2055-2067, Aug. 1994.
21. R. Porter and N. Canagarajah, "Robust rotation-invariant texture classification: Wavelet, Gabor filter and GMRF based schemes," Proc. Inst. Elect. Eng., Vis. Image Signal Process., vol. 144, no. 3,pp. 180-188, June 1997.
22. M. Vetterli, "Wavelets and filter banks: Theory and design," IEEE Trans. Signal Processing, vol. 40, pp. 2207-2232, Sept. 1992.
23. Y. Xu, J. B. Weaver, D. M. Healy, and J. Lu, "Wavelet transform domain filters: A spatially selective noise filtration technique," IEEE Trans. Image Processing, vol. 3, pp. 747-758, 1994.
24. R. Zuidwijk, "Continuous and discrete wavelet X-ray transform," Proc. SPIE, Wavelet Applicat. Signal Image Process. V, vol. 3169, 1991.