Locally adaptive DCT filtering for signal-dependent noise removal

Eurasip Journal on Advances in Signal Processing

Volumn 2007, Issue , 2007, Pages

  Öktem, Ruşen ^a   Egiazarian, Karen ^b   Lukin, Vladimir V ^c   Ponomarenko, Nikolay N ^c   Tsymbal, Oleg V ^d  

^a ATILIM UNIVERSITY   (Turkey)

^b TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^c NATIONAL AEROSPACE UNIVERSITY   (Ukraine)

^d Kalmykov Center for Radiophysical Sensing of Earth   (Ukraine)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; CONTENT BASED RETRIEVAL; DISCRETE COSINE TRANSFORMS; IMAGE RECONSTRUCTION; SPURIOUS SIGNAL NOISE;

ORTHOGONAL TRANSFORM DOMAINS;

NONLINEAR FILTERING;

EID: 34547151179     PISSN: 16876172     EISSN: 16876180     Source Type: Journal    
DOI: 10.1155/2007/42472     Document Type: Article

References (38)

1. R. M. Haralick L. G. Shapiro Computer and Robot Vision. Addison-Wesley Reading, Mass, USA 1992
2. N. Pierdicca R. Crapolicchio P. Basili P. Ciotti G. d'Auria F. S. Marzano Classification of multifrequency radar polarimetric data: role and contribution of vectorial filters. Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS '95) Firenze, Italy 3 1995 1915 1917
3. J. Astola P. Kuosmanen Fundamentals of Nonlinear Digital Filtering. CRC Press LLC Boca Raton, Fla, USA 1997
4. I. Pitas A. N. Venetsanopoulos Nonlinear Digital Filters: Principles and Applications. Kluwer Academic Publishers Dordrecht, The Netherlands 1990
5. G. Strang T. Nguyen Wavelets and Filter Banks. Wellesley Cambridge Press Wellesley, Mass, USA 1996
6. R. ktem K. Egiazarian Transform domain algorithm for reducing effect of film-grain noise in image compression. Electronics Letters 35 21 1999 1830 1831
7. D. L. Donoho De-noising by soft-thresholding. IEEE Transactions on Information Theory 41 3 1995 613 627
8. A. A. Bharath a.bharath@imperial.ac.uk J. Ng jeffng@imperial.ac.uk A steerable complex wavelet construction and its application to image denoising. IEEE Transactions on Image Processing 14 7 2005 948 959
9. M. S. Crouse mcrouse@ece.rice.edu R. D. Nowak nowak@egr.msu.edu R. G. Baraniuk Wavelet-based statistical signal processing using hidden Markov models. IEEE Transactions on Signal Processing 46 4 1998 886 902
10. L. endur I. W. Selesnick Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency. IEEE Transactions on Signal Processing 50 11 2002 2744 2756
11. P.-L. Shui plshui@xidian.edu.cn Image denoising algorithm via doubly local Wiener filtering with directional windows in wavelet domain. IEEE Signal Processing Letters 12 10 2005 681 684
12. A. Hyvarinen P. Hoyer E. Oja S. Haykin B. Kosko Image denoising by sparse code shrinkage. Intelligent Signal Processing IEEE Press New York, NY, USA 2001 554 568
13. D. D. Muresan darian@dmmd.net T. W. Parks parks@ece.cornell.edu Adaptive principal components and image denoising. Proceedings of IEEE International Conference on Image Processing (ICIP '03) Barcelona, Spain 1 2003 101 104
14. M. C. Motwani M. C. Gadiya R. C. Motwani F. C. Harris Survey of image denoising techniques. Proceedings of Global Signal Processing Expo and Conference (GSPx '04) Santa Clara, Calif, USA 2004
15. V. Melnik Nonlinear locally adaptive techniques for image filtering and restoration in mixed noise environments. Tampere University of Technology Tampere, Finland 2000 Thesis for the degree of Doctor of Technology http://www.atilim.edu.tr/∼roktem/Research/interests.htm
16. O. V. Tsymbal dmb@ire.kharkov.ua V. V. Lukin lukin@xai.kharkov.ua N. N. Ponomarenko uagames@mail.ru A. A. Zelensky zelensky@xai.kharkov.ua K. Egiazarian karen@cs.tut.fi J. T. Astola jaakko.astola@tut.fi Three-state locally adaptive texture preserving filter for radar and optical image processing. EURASIP Journal on Applied Signal Processing 2005 8 2005 1185 1204
17. N. N. Ponomarenko V. V. Lukin lukin@xai.kharkov.ua A. A. Zelensky K. Egiazarian J. T. Astola Locally adaptive image filtering based on learning with clustering. Image Processing: Algorithms and Systems IV Proceedings of SPIE 5672 2005 San Jose, Calif, USA 94 105
18. V. P. Melnik V. V. Lukin A. A. Zelensky J. T. Astola P. Kuosmanen Local activity indicators for hard-switching adaptive filtering of images with mixed noise. Optical Engineering 40 8 2001 1441 1455
19. C. Oliver S. Quegan Understanding Synthetic Aperture Radar Images. SciTech Raleigh, NC, USA 2004
20. S. Solbo stian@itck.norut.no T. Eltoft pcte@phys.uit.no Homomorphic wavelet-based statistical despeckling of SAR images. IEEE Transactions on Geoscience and Remote Sensing 42 4 2004 711 721
21. V. V. Lukin V. P. Melnik V. I. Chemerovsky S. Peltonen P. Kuosmanen Use of homomorphic transforms in locally adaptive filtering of radar images. Nonlinear Image Processing XI San Jose, Calif, USA Proceedings of SPIE 3961 2000 184 195
22. K. O. Egiazarian V. P. Melnik V. V. Lukin J. T. Astola Local transform-based denoising for radar image processing. Nonlinear Image Processing and Pattern Analysis XII San Jose, Calif, USA Proceedings of SPIE 4304 2001 170 178
23. J. S. Lee Refined filtering of noise using local statistics. Computer Graphics and Image Processing 1983 24 259 269
24. D. T. Kuan A. A. Sawchuk T. C. Strand P. Chavel Adaptive noise smoothing filter for images with signal-dependent noise. IEEE Transactions on Pattern Analysis and Machine Intelligence 7 2 1985 165 177
25. L. Klaine B. Vozel K. Chehdi An integro-differential method for adaptive filtering of additive or multiplicative noise. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '05) 2 Philadelphia, Pa, USA 2005 1001 1004
26. S. I. Sadhar sibrahim@ee.iitm.ernet.in A. N. Rajagopalan raju@ee.iitm.ernet.in Image estimation in film-grain noise. IEEE Signal Processing Letters 12 3 2005 238 241
27. L. Yaroslavsky M. Eden Fundamentals of Digital Optics. Birkhauser Boston, Mass, USA 1996
28. R. Coifman D. L. Donoho A. Antoniadis Translation-invariant de-noising. Wavelets and Statistics Lecture Notes in Statistics 103 Springer New York, NY, USA 1995 125 150
29. J. Portilla javier@decsai.ugr.es V. Strela vstrela@mcs.drexel.edu M. J. Wainwright wainwrig@eecs.berkeley.edu E. P. Simoncelli eero.simoncelli@nyu.edu Image denoising using scale mixtures of Gaussians in the wavelet domain. IEEE Transactions on Image Processing 12 11 2003 1338 1351
30. D. L. Donoho J. M. Johnstone Ideal spatial adaptation by wavelet shrinkage. Biometrika 81 1994 3 425 455
31. A. N. Akansu R. A. Haddad Multiresolution Signal Decomposition: Transforms, Subbands, Wavelets. 2nd Academic Press San Diego, Calif, USA 2001
32. N. N. Ponomarenko V. V. Lukin lukin@xai.kharkov.ua K. Egiazarian kareni@cs.tut.fi J. Astola jta@cs.tut.fi DCT based high quality image compression. Proceedings of the 14th Scandinavian Conference on Image Analysis (SCIA '05) Joensuu, Finland Lecture Notes in Computer Science 3540 2005 1177 1185
33. V. V. Lukin N. N. Ponomarenko L. Yu. Alekseyev V. P. Melnik J. T. Astola Two-stage radar image despeckling based on local statistic Lee and sigma filtering. Nonlinear Image Processing and Pattern Analysis XII San Jose, Calif, USA Proceedings of SPIE 4304 2001 106 117
34. H. Huang hhuang@i2r.a-star.edu.sg X. Lin linxiao@i2r.a-star.edu.sg S. Rahardja rsusanto@i2r.a-star.edu.sg R. Yu rsyu@i2r.a-star.edu.sg A method for realizing reversible integer type-IV discrete cosine transform (IntDCT-IV). Proceedings of the 7th International Conference on Signal Processing (ICSP '04) Beijing, China 1 2004 101 104
35. O. G. Guleryuz oguleryuz@erd.epson.com Weighted overcomplete denoising. Proceedings of the 37th Conference Record of the Asilomar Conference on Signals, Systems and Computers 2 Pacific Grove, Calif, USA 2003 1992 1996
36. K. Egiazarian karen@cs.tut.fi J. Astola M. Helsingius P. Kuosmanen Adaptive denoising and lossy compression of images in transform domain. Journal of Electronic Imaging 8 3 1999 233 245
37. B. Aiazzi S. Baronti L. Alparone Blind image estimation through fuzzy matching pursuits. Proceedings of IEEE International Conference on Image Processing (ICIP '01) 1 2001 Thessaloniki, Greece 241 244
38. F. Argenti G. Torricelli L. Alparone Signal-dependent noise removal in the undecimated wavelet domain. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '02) 4 2002 Orlando, Fla, USA 3293 3296