Three-state locally adaptive texture preserving filter for radar and optical image processing

Eurasip Journal on Applied Signal Processing

Volumn 2005, Issue 8, 2005, Pages 1185-1204

  Tsymbal, Oleg V ^a   Lukin, Vladimir V ^b   Ponomarenko, Nikolay N ^b   Zelensky, Alexander A ^b   Egiazarian, Karen O ^c   Astola, Jaakko T ^c  

^a NANU NSAU   (Ukraine)

^b NATIONAL AEROSPACE UNIVERSITY   (Ukraine)

^c TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

Image processing; Texture feature preservation

Indexed keywords

ATTENUATION; IMAGE ANALYSIS; INFORMATION ANALYSIS; OPTICAL FILTERS; RADAR; SAMPLING; SPURIOUS SIGNAL NOISE; TEXTURES;

ARTIFICIAL TEST IMAGES; OPTICAL IMAGE PROCESSING; TEXTURE FEATURE PRESERVATION; THREE-STATE SCHEMES;

IMAGE PROCESSING;

EID: 24344436822     PISSN: 11108657     EISSN: None     Source Type: Journal    
DOI: 10.1155/ASP.2005.1185     Document Type: Article

References (41)

1. R. M. Haralick, K. Shanmugam, and I. Dinstein, "Textural features for image classification," IEEE Trans. Syst., Man, Cybern., vol. 3, no. 6, pp. 610-621, 1973.
2. M. Datcu, D. Luca, and K. Seidel, "Multiresolution analysis of SAR images," in Proc. European Conference on Synthetic Aperture Radar (EUSAR '96), pp. 375-378, Konigswinter, Germany, March 1996.
3. H. Singh and A. Mahalanobis, "Correlation filters for texture recognition and applications to terrain-delimitation in wide-area surveillance," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP '94), vol. 5, pp. V/153-V/156, Adelaide, SA, Australia, April 1994.
4. D. Blacknell and R. G. White, "A comparison of neural network and classical texture analysis," in IEE Seminar on Texture Analysis in Radar and Sonar, pp. 5/1-5/7, London, UK, November 1993.
5. A. P. Blake, D. Blacknell, and C. J. Oliver, "Texture simulation and analysis in coherent imagery," in Proc. 5th International Conference on Image Processing and Its Applications, pp. 772-776, Edinburgh, UK, July 1995.
6. M. Partio, E. Guldogan, O. Guldogan, and M. Gabbouj, "Applying texture and color features to natural image retrieval," in Proc. Finnish Signal Processing Symposium (FINSIG '03), pp. 199-203, Tampere, Finland, May 2003.
7. J. C. Devaux, P. Gouton, and F. Truchetet, "Application of the Karhunen-Loeve transform to aerial color image segmentation," in Proc. 4th International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, vol. 1, pp. 373-376, Brighton, UK, August-September 2000.
8. J. Astola and P. Kuosmanen, Fundamentals of Nonlinear Digital Filtering, CRC Press, Boca Raton, Fla, USA, 1997.
9. J. Xiuping and J. A. Richards, Eds., Remote Sensing Digital Image Analysis: An Introduction, Springer, Berlin, Germany, 3rd edition, 1999.
10. D. Yunhan, A. K. Milne, and B. C. Forster, "A review of SAR speckle filters: texture restoration and preservation," in Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS '00), vol. 2, pp. 633-635, Honolulu, Hawaii, USA, July 2000.
11. V. V. Lukin, J. T. Astola, V. P. Melnik, et al., "Data fusion and processing for airborne multichannel system of radar remote sensing: methodology, stages, and algorithms," in Sensor Fusion: Architectures, Algorithms, and Applications IV, vol. 4051 of SPIE Proceedings, pp. 215-226, Orlando, Fla, USA, April 2000.
12. B. Aiazzi, L. Alparone, S. Baronti, and R. Carla, "Adaptive texture-preserving filtering of multitemporal ERS-1 SAR images," in Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS '97), vol. 4, pp. 2066-2068, Singapore, August 1997.
13. S. W. Perry, H.-S. Wong, and L. Guan, Adaptive Image Processing: A Computational Intelligence Perspective, CRC Press, Boca Raton, Fla, USA, 2002.
14. V. Lukin and O. Tsymbal, "MM-band radar image filtering with texture information preservation " in Proc. 4th International Kharkov Symposium on Physics and Engineering of Millimeter and Sub-Millimeter Waves, vol. 1, pp. 435-437, Kharkov, Ukraine, June 2001.
15. V. V. Lukin, O. V. Tsymbal, N. N. Ponomarenko, K. O. Egiazarian, and J. T. Astola, "Image processing with texture feature preservation by three-state locally adaptive filter," in Image and Signal Processing for Remote Sensing IX, L. Bruzzone, Ed., vol. 5238 of SPIE Proceedings, pp. 120-131, Barcelona, Spain, September 2003.
16. J.-S. Lee, "Speckle analysis and smoothing of synthetic aperture radar images," Computer Graphics and Image Processing, vol. 17, pp. 24-32, 1981.
17. J.-S. Lee, "Digital image smoothing and the sigma filter," Computer Vision, Graphics, and Image Processing, vol. 24, no. 2, pp. 255-269, 1983.
18. V. V. Lukin, N. N. Ponomarenko, A. A. Zelensky, P. Kuosmanen, and J. T. Astola, "Modified sigma filter for processing of images corrupted by multiplicative and impulsive noises," in Proc. 8th European Signal Processing Conference (EUSIPCO '96), vol. 3, pp. 1909-1912, Trieste, Italy, September 1996.
19. R. Touzi, "A review of speckle filtering in the context of estimation theory," IEEE Trans. Geosci. Remote Sensing, vol. 40, no. 11, pp. 2392-2404, 2002.
20. V. P. Melnik, V. V. Lukin, A. A. Zelensky, J. T. Astola, and P. Kuosmanen, "Local activity indicators for hard-switching adaptive filtering of images with mixed noise," Optical Engineering, vol. 40, no. 8, pp. 1441-1455, 2001.
21. J.-M. Park, W. J. Song, and W. A. Pearlman, "Speckle filtering of SAR images based on adaptive windowing," IEE Proceedings - Vision, Image and Signal Processing, vol. 146, no. 4, pp. 191-197, 1999.
22. V. Melnik, Nonlinear locally adaptive techniques for image filtering and restoration in mixed noise environments, Ph.D. thesis, Tampere University of Technology, Tampere, Finland, 2000.
23. V. V. Lukin, V. P. Melnik, A. B. Pogrebniak, A. A. Zelensky, J. T. Astola, and K. P. Saarinen, "Digital adaptive robust algorithms for radar image filtering," Journal of Electronic Imaging, vol. 5, no. 3, pp. 410-421, 1996.
24. V. Lukin, N. Ponomarenko, J. T. Astola, and K. Saarinen, "Algorithms of image nonlinear adaptive filtering using fragment recognition by expert system," in Nonlinear Image Processing VII, vol. 2662 of SPIE Proceedings, pp. 179-190, San Jose, Calif, USA, January 1996.
25. A. N. Dolia, A. Burian, V. V. Lukin, C. Rusu, A. A. Kurekin, and A. A. Zelensky, "Neural network application for primary local recognition and nonlinear adaptive filtering of images," in Proc. 6th IEEE International Conference on Electronics, Circuits and Systems (ICECS '99), vol. 2, pp. 847-850, Pafos, Cyprus, September 1999.
26. M.-P. Carton-Vandecandelaere, B. Vozel, L. Klaine, and K. Chehdi, "Application to multispectral images of a blind identification system for blur, additive, multiplicative and impulse noises," in Proc. 11th European Signal Processing Conference (EUSIPCO '02), vol. 3, pp. 283-286, Toulouse, France, September 2002.
27. S. K. Abramov, V. V. Lukin, A. A. Zelensky, and J. T. Astola, "Blind evaluation of noise variance in images using myriad operation," in Image Processing: Algorithms and Systems, vol. 4667 of SPIE Proceedings, pp. 192-203, San Jose, Calif, USA, January 2002.
28. N. N. Ponomarenko, V. V. Lukin, S. K. Abramov, K. O. Egiazarian, and J. T. Astola, "Blind evaluation of additive noise variance in textured images by nonlinear processing of block DCT coefficients," in Image Processing: Algorithms and Systems II, vol. 5014 of SPIE Proceedings, pp. 178-189, Santa Clara, Calif, USA, January 2003.
29. P. T. Koivisto, J. T. Astola, V. V. Lukin, V. P. Melnik, and O. V. Tsymbal, "Removing impulse bursts from images by training-based filtering," Eurasip J. Appl Signal Process., vol. 2003, no. 3, pp. 223-237, 2003.
30. O. V. Tsymbal, V. V. Lukin, P. T. Koivisto, and V. P. Melnik, "Removal of impulse bursts in satellite images," in Proc. 2nd IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS '03), pp. 324-329, Lviv, Ukraine, September 2003.
31. Y. Yoshida and Y. Wu, "Classification of rotated and scaled textured images using invariants based on spectral moments," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. (E81-A), no. 8, pp. 1661-1666, 1998, Special section on digital signal processing.
32. A. M. Akhmetshin and D. A. Mikhalev, "Classification of texture images with the usage of artificial neural nets and high-order statistics," in Proc. 5th All-Ukrainian International Conference on Signal/Image Processing and Pattern Recognition (UkrObraz '00), pp. 173-176, Kyjiv, Ukraine, November-December 2000.
33. J. C. Nunes, O. Niang, Y. Bouaoune, E. Delechelle, and Ph. Bunel, "Texture analysis based on the bidimensional empirical mode decomposition with gray-level co-occurrence models," in Proc. 7th International Symposium on Signal Processing and Its Applications, vol. 2, pp. 633-635, Paris, France, July 2003.
34. S. C. Zhu, Y. Wu, and D. Mumford, "FRAME: filters, random fields, and minimax entropy towards a unified theory for texture modeling," in Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '96), pp. 686-693, San Francisco, Calif, USA, June 1996.
35. A. Nieminen, P. Heinonen, and Y. Neuvo, "A new class of detail-preserving filters for image processing," IEEE Trans. Pattern Anal. Machine Intell., vol. 9, no. 1, pp. 74-90, 1987.
36. V. V. Lukin, A. A. Zelensky, N. N. Ponomarenko, A. A. Kurekin, J. T. Astola, and P. T. Koivisto, "Modified sigma filter with improved noise suppression efficiency and spike removal ability," in Proc. 6th IEEE International Workshop on Intelligent Signal Processing and Communication Systems (ISPACS '98), pp. 849-853, Melbourne, Australia, November 1998.
37. K. O. Egiazarian, V. P. Melnik, V. V. Lukin, and J. T. Astola, "Local transform-based denoising for radar image processing," in Nonlinear Image Processing and Pattern Analysis XII, vol. 4304 of SPIE Proceedings, pp. 170-178, San Jose, Calif, USA, January 2001.
38. R. Oktem, Transform domain algorithms for image compression and denoising, Ph.D. thesis, Tampere University of Technology, Tampere, Finland, 2000.
39. R. R. Coifman and D. L. Donoho, "Translation-invariant denoising," in Wavelets and Statistics, pp. 125-150, Springer, New York, NY, USA, 1995.
40. L. Gagnon and A. Jouan, "Speckle filtering of SAR images: a comparative study between complex-wavelet-based and standard filters," in Wavelet Applications in Signal and Image Processing V, vol. 3169 of SPIE Proceedings, pp. 80-91, San Diego, Calif, USA, July 1997.
41. V. V. Lukin, N. N. Ponomarenko, L. Y. Alekseyev, V. P. Melnik, and J. T. Astola, "Two-stage radar image despeckling based on local statistic Lee and sigma filtering," in Nonlinear Image Processing and Pattern Analysis XII, vol. 4304 of SPIE Proceedings, pp. 106-117, San Jose, Calif, USA, January 2001.