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Speckle Filtering of Polarimetric SAR Image

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Polarimetric Microwave Imaging
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Abstract

Synthetic Aperture Radar is a coherent system. The echo phases of different scatters are different in the same resolution unit. The coherent superposition of the echo phases results in speckle noise of SAR images. Coherent speckle noise seriously affects SAR image understanding and feature extraction. The purpose of speckle filtering in SAR images is to preserve the texture features and scattering characteristics of the edges of the objects and to minimize the influence of speckle noise.

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References

  1. J.S. Lee, M.R. Grunes, G. De Grandi, Polarimetric SAR speckle filtering and its implication for classification. IEEE Trans. GRS 5(37), 2363–2373 (1999)

    Google Scholar 

  2. J.S. Lee, E. Pottier, Polarimetric Radar Imaging From Basics to Applications

    Google Scholar 

  3. J.S. Lee, M.R. Grunes, W.M. Boerner, Polarimetric property preservation in SAR speckle filtering, in Proceedings of SPIE, vol. 3120 (San Diego, California, USA, 1997), pp. 236–242

    Google Scholar 

  4. A. Lopes, E. Nezry, R. Touzi, H. Laur, Structure detection and statistical adaptive speckle filtering in SAR images. Int. J. Remote Sens. 14(9), 735–1758 (1993)

    Google Scholar 

  5. R. Touzi, A. Lopes, The principle of speckle filtering in polarimetric SAR imagery. IEEE. Trans. GRS 32(5), 1110–1114 (1994)

    Google Scholar 

  6. J.S. Lee, G. De Grandi, M.R. Grunes, E. Nezry, Polarimetric signature preservation in SAR speckle filtering. Geosci. Remote. Sens. Symp. IGARSS ‘96, 3, 1574–1576 (1996)

    Google Scholar 

  7. G. Liu, S. Huang, Bayesian classification of multi-look polarimetric SAR images with a generalized multiplicative speckle model and adaptive a priori probabilities. Int. J. Remote Sens. 19(1), 161–170 (1998)

    Article  Google Scholar 

  8. J.-S. Lee, M.R. Grunes, G. Grandi, Polarimetric SAR speckle filtering and its implication for classification. IEEE Trans. GRS 37(5), 2363–2373 (1999)

    Google Scholar 

  9. B. Dai, Studies on Information Processing Technique of Fully-Polarimetric Synthetic Aperture Radar (Research on Multipolarization SAR System and Polarization Information Processing Technology. Ph.D., Institute of Electronics, Chinese Academy of Sciences, 2000)

    Google Scholar 

  10. X. Liu, Studies on Information Processing Technique of Fully-Polarimetric Synthetic Aperture Radar (University of Chinese Academy of Sciences, Ph.D., 2004)

    Google Scholar 

  11. X. Liu, Z. Yang, R. Yang, Improvement research of parameter estimation in polarimetricwhitering filter of full-polarization SAR image. Acta Electron. Sin. 12, 37–41 (2003)

    Google Scholar 

  12. X. Liu, Z. Yang, R. Yang, Improvement research on texture-detection in full-polarization SAR image filter. IEEE Int. Geosci. Remote. Sens. Symp. 21–25 (2003), Toulouse France

    Google Scholar 

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Correspondence to Ruliang Yang .

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Yang, R., Dai, B., Tan, L., Liu, X., Yang, Z., Li, H. (2021). Speckle Filtering of Polarimetric SAR Image. In: Polarimetric Microwave Imaging. Springer, Singapore. https://doi.org/10.1007/978-981-15-8897-6_9

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  • DOI: https://doi.org/10.1007/978-981-15-8897-6_9

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-15-8896-9

  • Online ISBN: 978-981-15-8897-6

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