Pyramid-Based Multiresolution Adaptive Filters for Additive and Multiplicative Image Noise

IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing

Volumn 45, Issue 8, 1998, Pages 1092-1097

  Aiazzi, Bruno ^a,b,c   Alparone, Luciano ^a,b   Baronti, Stefano ^a,b   Borri, Giorgio ^a,b  

^a IFAC CNR   (Italy)

^b UNIVERSITY OF FLORENCE   (Italy)

^c CERN   (Switzerland)

Author keywords

Image processing; Laplacian pyramid; Local statistics filtering; Speckle noise

Indexed keywords

ALGORITHMS; DIGITAL FILTERS; IMAGE ENHANCEMENT; IMAGE QUALITY; IMAGE RECONSTRUCTION; MATHEMATICAL MODELS; SIGNAL TO NOISE RATIO; SPECKLE;

LAPLACIAN PYRAMIDS;

ADAPTIVE FILTERING;

EID: 0032138646     PISSN: 10577130     EISSN: None     Source Type: Journal    
DOI: 10.1109/82.718817     Document Type: Article

References (10)

1. D. T. Kuan, A. A. Sawchuk, T. C. Strand, and P. Chavel, "Adaptive noise smoothing filter for images with signal-dependent noise," IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-7, pp. 165-177, 1985.
2. J.-S. Lee, "Refined filtering of image noise using local statistics," Comput. Vision, Graphics, Image Process., vol. 15, no. 2, pp. 380-389, 1981.
3. P. Meer, R.-H. Park, and K. Cho, "Multiresolution adaptive image smoothing," CVGIP: Graphic Models Image Process., vol. 56, no. 2, pp. 140-148, 1994.
4. Y. I. Wong, "Nonlinear scale-space filtering and multiresolution system," IEEE Trans. Image Processing, vol. 4, pp. 774-787, 1995.
5. Y. Xu, J. B. Weaver, D. M. Healy, Jr., and J. Lu, "Wavelet transform domain filters: A spatially selective noise filtration technique," IEEE Trans. Image Processing, vol. 3, pp. 747-758, 1994.
6. P. J. Burt, "The pyramid as a structure for efficient computation," in Multiresolution Image Processing and Analysis. A. Rosenfeld, Ed. New York: Springer-Verlag, 1984.
7. S. Baronti, A. Casini, F. Lotti, and L. Alparone, "Content-driven differential encoding of an enhanced image pyramid," Signal Processing: Image Commun., vol. 6, no. 5, pp. 463-4169, 1994.
8. S. Ranganath, "Image filtering using multiresolution representations," IEEE Trans. Pattern Anal. Machine Intell., vol. 13, pp. 426-440, 1991.
9. J.-S. Lee, I. Jurkevich, P. Dewaele, P. Wambacq, and A. Oosterlinck, "Speckle filtering of synthetic aperture radar images: A review," Remote Sensing Rev., vol. 8, pp. 313-340, 1994.
10. B. Aiazzi, L. Alparone, S. Baronti, G. Borri, and C. Susini, "Multiresolution de-speckle based on Laplacian pyramids," in Proc. IGARSS, 1996, pp. 411-413.