Quasi-optimal compression of noisy optical and radar images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6365, Issue , 2006, Pages

  Lukin, Vladimir V ^a   Ponomarenko, Nikolay N ^a   Zriakhov, Mikhail S ^a   Zelensky, Alexander A ^a   Egiazarian, Karen O ^b   Astola, Jaakko T ^b  

^a NATIONAL AEROSPACE UNIVERSITY   (Ukraine)

^b TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

Blind processing; Compression; Noisy images

Indexed keywords

AUTOMATION; COMMUNICATION CHANNELS (INFORMATION THEORY); DATA COMPRESSION; NOISE ABATEMENT; RADAR IMAGING; REMOTE SENSING; SIGNAL THEORY;

BLIND PROCESSING; COMPRESSION RATIO (CR); INVERSE TRANSFORMS; NOISY IMAGES;

IMAGE COMPRESSION;

EID: 33751409888     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.689557     Document Type: Conference Paper

References (31)

1. Advances in Environmental Remote Sensing, Edited by F.M. Danson and S.E.Plummer, John Wiley & Son Ltd, 1995.
2. Hoffman R., Markman A. Interpreting Remote Sensing Imagery: Human Factors, CRC Press, LLC, 2001.
3. Xiuping Jia, Richards J.A., Gessner W., Ricken D.E. Remote Sensing Digital Image Analysis. An Introduction. 3-rd edition. Berlin: Springer-Verlag, 1999.
4. http://edc.usgs.gov/guides/landsat_tm.html.
5. http://makalu.jpl.nasa.gov/aviris.html.
6. Stofan E.R., Evans D.L., Schmullius C., Holt B., Flaut J.J., J. van Zyl, Wall S.D., and Way J. "Overview of Results of Spaceborne Imaging Radar-C, X-Band Synthetic Aperture Radar (SIR-C/X-SAR)", IEEE Trans. Geosci. Remote Sensing, 33(4), pp. 817-828, 1995.
7. Kalmykov A., Tsymbal V., Matveev A., Gavrilenko A., Igolkin V. "The Two-Frequency Multipolarization L/VHF Airborne SAR for Subsurface Sensing", Proceed, of European Conference on SAR (EUSAR'96), Konigswinter, (Germany), pp. 275-280, 1996.
8. Kulemin G.P., Zelensky A.A., Astola J.T., Lukin V.V., Egiazarian K.O., Kurekin A.A., Ponomarenko N.N., Abramov S.K., Tsymbal O.V., Goroshko Y.A., Tarnavsky Y.V., "Methods and Algorithms for Pre-processing and Classification of Multichannel Radar Remote Sensing Images", TICSP Series #28, Dec. 2004, ISBN 952-15-1293-8, Tampere, Finland, TTY Monistamo, 116 p.
9. Carton-Vandecandelaere M.-P., Vozel B., Klaine L., Chehdi K., "Application to Multispectral Images of a Blind Identification System for Blur, Additive, Multiplicative and Impulse Noises", Proceedings of EUSIPCO, Toulouse (France), III, pp. 283-286, 2002.
10. Ponomarenko N., Lukin V., Zriakhov M., Egiazarian K., Astola J., "Lossy compression of images with additive noise", Proceedings of International Conference on Advanced Concepts for Intelligent Vision Systems, Antwerpen, Belgium, Sept., pp. 381-386, 2005.
11. Kaarna A., Zemcik P., Kaiviainen H., and Parkkinen J., "Compression of multispectral remote sensing images using clustering and spectral reduction", IEEE Transactions on Geoscience and Remote Sensing, vol. GRS-38, no. 2, pp. 1073-1082, March, 2000.
12. Ponomarenko N., Lukin V., Zriakhov M., Kaarna A., "Preliminary automatic analysis of characteristics of hyperspectral AVIRIS images", Proceedings of MMET, Kharkov, Ukraine, pp. 158-160, 2006.
13. Ponomarenko N., Lukin V., Zriakhov M., Pogrebnyak O., "Methods for Lossy Compression of Images Corrupted by Multiplicative Noise", Proceedings of the International Conference "Modern Problems of Radioengineering, Telecommunications and Computer Science" (TCSET), Lviv-Slavsko, Ukraine, Feb.-March, pp. 278-281, 2006.
14. Al-Shaykh O.K., Mersereau R.M., "Lossy Compression of Noisy Images". IEEE Transactions on Image Processing, V. 7, 12, pp. 1641-1652, 1998.
15. Kim S.D., Jang S.K., Kim M.J., Ra J.B., "Efficient Block-based Coding of Noisy Images by Combined Pre-filtering and DCT", Electronic Letters, V. 35, 20, pp. 1717-1719, 1999.
16. Melnik V. "Nonlinear locally adaptive techniques for image filtering and restoration in mixed noise environments", Thesis for the degree of Doctor of Technology, Tampere (Finland), Tampere University of Technology, 2000, 234 p.
17. Jong-Sen Lee, "Speckle Analysis and Smoothing of Synthetic Aperture Radar Images," Comput. Graphics Image Proces. 17, pp. 24-32, 1981.
18. Tsymbal O., "Multistage Robust Adaptive Filtering of Multichannel Remote Sensing Images", Thesis for the degree of Doctor of Technology, Tampere University of Technology, Tampere, Finland, June 2005.
19. Öktem, R. & Egiazarian, K., "A Wavelet transform method for coding film-grain noise corrupted images", ICASSP 2000, Proceedings of the 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing, June 5-9, 2000, Istanbul, Turkey, pp. IV2063 - IV2066.
20. Salomon, D., "Data Compression", The Complete Reference, 3rd edn. Springer, 2004.
21. Lam T-T., Karam L.J., "Robust Hyperspectral Image Coding With Channel-Optimized Trellis-Coded Quantization", IEEE Transaction on Geoscince and Remote Sensing, vol. 40, No. 4, April, pp. 820-830, 2002.
22. Al-Shaykh, O.K., Mersereau, R.M., "Restoration of Lossy Compressed Noisy Images", IEEE Transactions on Image Processing, V. 8, 10, pp. 1348-1360, 1999.
23. Chan T.C.L., Hsung T.C., Lun D.P.K., "Improved MPEG-4 Still Texture Image Coding under Noisy Environment", IEEE Transactions on Image Processing, V. 12, 5, pp. 500-508, 2003.
24. Taubman D., Marcellin M., JPEG2000: Image Compression Fundamentals, Standards and Practice, Boston, Kluwer, 2002.
25. Ponomarenko N.N., Lukin V.V., Egiazarian K., Astola J., "DCT Based High Quality Image Compression", Proceedings of 14th Scandinavian Conference on Image Analysis, Joensuu, Finland, pp. 1177-1185, 2005.
26. Ponomarenko N., Lukin V., Zriakhov M., Egiazarian K., Astola J., "Estimation of accesible quality in noisy image compression", Proceedings of EUSIPCO, Florence, Italy, 4 p., Sept 2006.
27. Chehdi K., Vozel B., Carton-Vandecandelaere M.P., Kermad C., "A blind system to identify and filter degradations", Proc. IEEE-ICSP, Beijing (China), pp. 1987-1993, 2000.
28. Ponomarenko N.N., Lukin V.V., Abramov S.K., Egiazarian K.O., Astola J.T., "Blind evaluation of additive noise variance in textured images by nonlinear processing of block DCT coefficients", Proceedings of International Conference "Image Processing: Algorithms and Systems II, Santa Clara (CA, USA), SPIE 5014, pp. 178-189, 2003.
29. Lukin V.V., Abramov S.K., Vozel B., Chehdi B., "A method for blind automatic evaluation of noise variance in images based on bootstrap and myriad operations", Proceedings of SPIE/EUROPTO Symp. On Satellite Remote Sensing, Bruges, Belgium, SPIE Vol. 5982, pp. 299-310, 2005.
30. Lukin V.V., Abramov S.K., Zelensky A.A., Astola J.T., "Myriad based shift parameter estimation method and its application to image filtering and processing", Proceedings of SPIE Conference "Mathematical Methods in Pattern and Image Analysis", San Diego, USA, SPIE Vol. 5916, pp. 1-12, 2005.
31. Egiazarian K.O., Melnik V.P., Lukin V.V., Astola J.T., "Local Transform-based Denoising for Radar Image Processing", Proceedings of IS&T/SPIE International Conference on Nonlinear Image Processing and Pattern Analysis XII, San Jose, CA, USA, SPIE Vol. 4304, pp. 170-178, Jan. 2001.