Comparison of Different Speckle Noise Reduction Filters for RISAT -1 SAR Imagery

Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018

Volumn , Issue , 2018, Pages 537-541

  Kulkarni, Samadhan ^a   Kedar, Manali ^a   Rege, Priti P ^a  

^a Department of Instrumentation & Control Engineering   (India)

Author keywords

de speckling; speckle noise; Synthetic Aperture Radar; wavelet based filtering

Indexed keywords

DATA HANDLING; IMAGE DENOISING; IMAGE ENHANCEMENT; METEOROLOGY; SPECKLE; SYNTHETIC APERTURE RADAR;

CONVENTIONAL FILTERS; DE-SPECKLING; EQUIVALENT NUMBER OF LOOKS; SPATIAL INFORMATIONS; SPECKLE NOISE; SPECKLE NOISE REDUCTION; VISUAL INTERPRETATION; WAVELET-BASED FILTERING;

RADAR IMAGING;

EID: 85057723270     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCSP.2018.8524250     Document Type: Conference Paper

References (13)

1. W. Santoso, L. Bayuaji, L. T. Sze, H. Lateh, and J. M. Zain, "Comparison of various speckle noise reduction filters on synthetic aperture radar image, " International Journal of Applied Engineering Research, vol. 11, no. 15, pp. 8760-8767, 2016
2. A. Ray, B. Kartikeyan, and S. Garg, "Towards deriving an optimal approach for denoising of risat-1 sar data using wavelet transform, " International Journal of Computer Sciences and Engineering, vol. 4, 2016.
3. J. W. Goodman, "Some fundamental properties of speckle, " JOSA, vol. 66, no. 11, pp. 1145-1150, 1976
4. J.-S. Lee, "Speckle analysis and smoothing of synthetic aperture radar images, " Computer graphics and image processing, vol. 17, no. 1, pp. 24-32, 1981.
5. V. S. Frost, J. A. Stiles, K. S. Shanmugan, and J. C. Holtzman, "A model for radar images and its application to adaptive digital filtering of multiplicative noise, " IEEE Transactions on pattern analysis and machine intelligence, no. 2, pp. 157-166, 1982.
6. A. Lopes, R. Touzi, and E. Nezry, "Adaptive speckle filters and scene heterogeneity, " IEEE transactions on Geoscience and Remote Sensing, vol. 28, no. 6, pp. 992-1000, 1990.
7. H. Guo, J. E. Odegard, M. Lang, R. A. Gopinath, I. W. Selesnick, and C. S. Burrus, "Wavelet based speckle reduction with application to sar based atd/r, " in Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference, vol. 1, pp. 75-79, IEEE, 1994.
8. D. L. Donoho, "De-noising by soft-thresholding, " IEEE transactions on information theory, vol. 41, no. 3, pp. 613-627, 1995.
9. J.-S. Lee, L. Jurkevich, P. Dewaele, P. Wambacq, and A. Oosterlinck, "Speckle filtering of synthetic aperture radar images: A review, " Remote Sensing Reviews, vol. 8, no. 4, pp. 313-340, 1994.
10. Y. Sheng and Z.-G. Xia, "A comprehensive evaluation of filters for radar speckle suppression, " in Geoscience and Remote Sensing Symposium, 1996. IGARSS'96. 'Remote Sensing for a Sustainable Future. ', International, vol. 3, pp. 1559-1561, IEEE, 1996.
11. L. Gagnon and A. Jouan, "Speckle filtering of sar images-a comparative study between complex-wavelet-based and standard filters, " in proc. SPIE, vol. 3169, pp. 80-91, 1997.
12. A. Shamsoddini, J. C. Trinder, W. Wagner, and B. Székely, Image texture preservation in speckle noise suppression. na, 2010.
13. Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity, " IEEE Transactions on Image Processing, vol. 13, no. 4, 2004.