Multiplicative multiresolution decomposition for 2D signals: application to speckle reduction in SAR images

@article{Serir2004MultiplicativeMD,
  title={Multiplicative multiresolution decomposition for 2D signals: application to speckle reduction in SAR images},
  author={Amina Serir and Adel Belouchrani},
  journal={2004 International Conference on Image Processing, 2004. ICIP '04.},
  year={2004},
  volume={1},
  pages={657-660 Vol. 1}
}
The new concept of multiplicative multiresolution decomposition (MMD) with perfect reconstruction is presented. This kind of analysis/synthesis representation is suitable for images corrupted by multiplicative noise, e.g. synthetic aperture radar (SAR) images. The design and implementation of a nonlinear multiplicative filter bank are addressed. An application to speckle reduction in SAR images is also described. The performance of the MMD speckle reduction method is studied and compared with… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-8 of 8 references

Pesquet,“Multiplicative Matching Pursuit”1EEE

  • J.C.A. Serir
  • 2000

Speckle noise reduction of airborne sar images with symmetric Daubechies wavelets,”in

  • L. Gagnon, F. D. Smaili
  • Proc. SPIE Signal Data Processing Small Targets,
  • 1996

Sansa1,“Satellite image multi-scale representation ”matching pursuit” ,I

  • A. Serir
  • Proceedings SPIE, Digital Photogrammetry a id…
  • 1995

Wmelet shrinkge: Asyinptopia,”.J

  • D. L. Donoho, I.M.Johnstone, G. Kcrkyachariau, D. Picard
  • R. Statist. Soc. 13,
  • 1995

Eloekmm, “Speckle ensemble statistics of logaritniically scaled data,”IEEE

  • Trans. on Geoscience and remote sensing
  • 1991

Speckle filtering of synthetic aperture radar images ; A review,”Reniote

  • J. S. Lee, 1. Jurkevich, P. Dewaele, P. Wanibacq, A. Oosterlinck
  • Sensing Reviews ,
  • 1991

Similar Papers

Loading similar papers…