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Volumn 9, Issue 6, 2016, Pages 2118-2130

SAR Image Despeckling by Soft Classification

Author keywords

Classification; Despeckling; Nonlocal filtering; Synthetic aperture radar (SAR)

Indexed keywords

SYNTHETIC APERTURE RADAR;

EID: 84971472947     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2016.2561624     Document Type: Article
Times cited : (24)

References (38)
  • 1
    • 0018998148 scopus 로고
    • Digital image enhancement and noise filtering by use of local statistics
    • Mar
    • J.-S. Lee, "Digital image enhancement and noise filtering by use of local statistics," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2, no. 2, pp. 165-168, Mar. 1980.
    • (1980) IEEE Trans. Pattern Anal. Mach. Intell , vol.2 , Issue.2 , pp. 165-168
    • Lee, J.-S.1
  • 2
    • 0037038595 scopus 로고    scopus 로고
    • Multi-model SAR image despeckling
    • C.Wang and R.Wang, "Multi-model SAR image despeckling," Electron. Lett., vol. 38, no. 23, pp. 1425-1426, 2002.
    • (2002) Electron. Lett , vol.38 , Issue.23 , pp. 1425-1426
    • Wang, C.1    Wang, R.2
  • 3
    • 0019925686 scopus 로고
    • A model for radar images and its application to adaptive digital filtering of multiplicative noise
    • Mar
    • 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 Trans. Pattern Anal. Mach. Intell., vol. PAMI-4, no. 2, pp. 157-166, Mar. 1982.
    • (1982) IEEE Trans. Pattern Anal. Mach. Intell , vol.4 , Issue.2 , pp. 157-166
    • Frost, V.S.1    Stiles, J.A.2    Shanmugan, K.S.3    Holtzman, J.C.4
  • 4
    • 0026382836 scopus 로고
    • Detection of structural and textural features for SAR images filtering
    • E. Nezry, A. Lopes, and R. Touzi, "Detection of structural and textural features for SAR images filtering," in Proc. IEEE Int. Geosci. Remote Sens., 1992, pp. 2169-2172.
    • (1992) Proc IEEE Int. Geosci. Remote Sens , pp. 2169-2172
    • Nezry, E.1    Lopes, A.2    Touzi, R.3
  • 5
    • 0035121036 scopus 로고    scopus 로고
    • Multiscale MAP filtering of SAR images
    • Jan
    • S. Foucher, G. Beníe, and J. Boucher, "Multiscale MAP filtering of SAR images," IEEE Trans. Image Process., vol. 10, no. 1, pp. 49-60, Jan. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.1 , pp. 49-60
    • Foucher, S.1    Beníe, G.2    Boucher, J.3
  • 6
    • 50549085645 scopus 로고    scopus 로고
    • Segmentation-based MAP despeckling of SAR images in the undecimated wavelet domain
    • Sep
    • T. Bianchi, F. Argenti, and L. Alparone, "Segmentation-based MAP despeckling of SAR images in the undecimated wavelet domain," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 9, pp. 2728-2742, Sep. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens , vol.46 , Issue.9 , pp. 2728-2742
    • Bianchi, T.1    Argenti, F.2    Alparone, L.3
  • 8
    • 0035574863 scopus 로고    scopus 로고
    • Smoothing speckled SAR images by using maximum homogeneous region filters: An improved approach
    • J. Nicolas, F. Tupin, and H. Maitre, "Smoothing speckled SAR images by using maximum homogeneous region filters: An improved approach," in Proc. IEEE Int. Geosci. Remote Sens. Symp., 2001, vol. 3, no. 33, pp. 1503-1505.
    • (2001) Proc IEEE Int. Geosci. Remote Sens. Symp , vol.3 , Issue.33 , pp. 1503-1505
    • Nicolas, J.1    Tupin, F.2    Maitre, H.3
  • 9
    • 79959742163 scopus 로고    scopus 로고
    • SAR image despeckling based on local homogeneous-region segmentation by using pixel-relativity measurement
    • Jul
    • H. Feng, B. Hou, and M. Gong, "SAR image despeckling based on local homogeneous-region segmentation by using pixel-relativity measurement," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 7, pp. 2724-2737, Jul. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.49 , Issue.7 , pp. 2724-2737
    • Feng, H.1    Hou, B.2    Gong, M.3
  • 10
    • 85032752474 scopus 로고    scopus 로고
    • Exploiting patch similarity for SAR image processing: The nonlocal paradigm
    • Jul
    • C.-A. Deledalle, L. Denis, G. Poggi, F. Tupin, and L. Verdoliva, "Exploiting patch similarity for SAR image processing: The nonlocal paradigm," IEEE Signal Process. Mag., vol. 31, no. 4, pp. 69-78, Jul. 2014.
    • (2014) IEEE Signal Process. Mag , vol.31 , Issue.4 , pp. 69-78
    • Deledalle, C.-A.1    Denis, L.2    Poggi, G.3    Tupin, F.4    Verdoliva, L.5
  • 13
    • 77649236151 scopus 로고    scopus 로고
    • Iterative weighted maximum likelihood denoising with probabilistic patch-based weights
    • Dec
    • C.-A. Deledalle, L. Denis, and F. Tupin, "Iterative weighted maximum likelihood denoising with probabilistic patch-based weights," IEEE Trans. Image Process., vol. 18, no. 12, pp. 2661-2672, Dec. 2009.
    • (2009) IEEE Trans. Image Process , vol.18 , Issue.12 , pp. 2661-2672
    • Deledalle, C.-A.1    Denis, L.2    Tupin, F.3
  • 14
    • 84856341300 scopus 로고    scopus 로고
    • A nonlocal SAR image denoising algorithm based on LLMMSE wavelet shrinkage
    • Feb
    • S. Parrilli, M. Poderico, C. Angelino, and L. Verdoliva, "A nonlocal SAR image denoising algorithm based on LLMMSE wavelet shrinkage," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 2, pp. 606-616, Feb. 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens , vol.50 , Issue.2 , pp. 606-616
    • Parrilli, S.1    Poderico, M.2    Angelino, C.3    Verdoliva, L.4
  • 15
    • 84908043058 scopus 로고    scopus 로고
    • NL-SAR: A unified nonlocal framework for resolution-preserving (Pol)(In)SAR denoising
    • Apr
    • C.-A. Deledalle, L. Denis, F. Tupin, A. Reigber, and M. Jäger, "NL-SAR: A unified nonlocal framework for resolution-preserving (Pol)(In)SAR denoising," IEEE Trans.Geosci. Remote Sens., vol. 53, no. 4, pp. 2021-2038, Apr. 2015.
    • (2015) IEEE Trans.Geosci. Remote Sens , vol.53 , Issue.4 , pp. 2021-2038
    • Deledalle, C.-A.1    Denis, L.2    Tupin, F.3    Reigber, A.4    Jäger, M.5
  • 20
    • 84907752385 scopus 로고    scopus 로고
    • A tutorial on speckle reduction in synthetic aperture radar images
    • Sep
    • F. Argenti, A. Lapini, L. Alparone, and T. Bianchi, "A tutorial on speckle reduction in synthetic aperture radar images," IEEE Geosci. Remote Sens. Mag., vol. 1, no. 3, pp. 6-35, Sep. 2013.
    • (2013) IEEE Geosci. Remote Sens. Mag , vol.1 , Issue.3 , pp. 6-35
    • Argenti, F.1    Lapini, A.2    Alparone, L.3    Bianchi, T.4
  • 21
    • 84867892259 scopus 로고    scopus 로고
    • Loss-specific training of nonparametric image restoration models: A new state of the art
    • J. Jancsary, S. Nowozin, and C. Rother, "Loss-specific training of nonparametric image restoration models: A new state of the art," in Proc. Eur. Conf. Comput. Vision, 2012, vol. 7578, pp. 112-125.
    • (2012) Proc. Eur. Conf. Comput. Vision , vol.7578 , pp. 112-125
    • Jancsary, J.1    Nowozin, S.2    Rother, C.3
  • 22
    • 0002100348 scopus 로고
    • Primary, secondary, and meta-Analysis of research
    • G. Glass, "Primary, secondary, and meta-Analysis of research," Educ. Res., vol. 5, no. 10, pp. 3-8, 1976.
    • (1976) Educ. Res , vol.5 , Issue.10 , pp. 3-8
    • Glass, G.1
  • 23
    • 84904631965 scopus 로고    scopus 로고
    • A higher-order MRF based variational model for multiplicative noise reduction
    • Nov
    • Y. Chen, W. Feng, R. Ranftl, H. Qiao, and T. Pock, "A higher-order MRF based variational model for multiplicative noise reduction," IEEE Signal Process. Lett., vol. 21, no. 11, pp. 1370-1374, Nov. 2014.
    • (2014) IEEE Signal Process. Lett , vol.21 , Issue.11 , pp. 1370-1374
    • Chen, Y.1    Feng, W.2    Ranftl, R.3    Qiao, H.4    Pock, T.5
  • 24
    • 34547760736 scopus 로고    scopus 로고
    • Image denoising by sparse 3-D transform-domain collaborative filtering
    • Aug
    • K. Dabov, A. Foi, V. Katkovnik, and K. Egiazarian, "Image denoising by sparse 3-D transform-domain collaborative filtering," IEEE Trans. Image Process., vol. 16, no. 8, pp. 2080-2095, Aug. 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.8 , pp. 2080-2095
    • Dabov, K.1    Foi, A.2    Katkovnik, V.3    Egiazarian, K.4
  • 25
    • 33645653318 scopus 로고    scopus 로고
    • A reviewof image denoising algorithms, with a new one
    • A. Buades,B.Coll, and J.Morel, "A reviewof image denoising algorithms, with a new one," Multiscale Modeling Simul., vol. 4, no. 2, pp. 490-530, 2005.
    • (2005) Multiscale Modeling Simul , vol.4 , Issue.2 , pp. 490-530
    • Buades, A.1    Coll, B.2    Morel, J.3
  • 26
    • 84860519539 scopus 로고    scopus 로고
    • How to compare noisy patches? Patch similarity beyond Gaussian noise
    • C. Deledalle, L. Denis, and F. Tupin, "How to compare noisy patches? Patch similarity beyond gaussian noise," Int. J. Comput. Vision, vol. 99, pp. 86-102, 2012.
    • (2012) Int. J. Comput. Vision , vol.99 , pp. 86-102
    • Deledalle, C.1    Denis, L.2    Tupin, F.3
  • 28
    • 67649760648 scopus 로고    scopus 로고
    • SAR image filtering via learned dictionaries and sparse representations
    • S. Foucher, "SAR image filtering via learned dictionaries and sparse representations," in Proc. IEEE Int. Geosci. Remote Sens. Symp., 2008, pp. 229-232.
    • (2008) Proc IEEE Int. Geosci. Remote Sens. Symp , pp. 229-232
    • Foucher, S.1
  • 30
    • 85027942076 scopus 로고    scopus 로고
    • An iterative SAR image filteringmethod using nonlocal sparse model
    • Aug
    • B. Xu,Y. Cui, Z. Li, and J.Yang, "An iterative SAR image filteringmethod using nonlocal sparse model," IEEE Geosci. Remote Sens. Lett., vol. 12, no. 8, pp. 1635-1639, Aug. 2015.
    • (2015) IEEE Geosci. Remote Sens. Lett , vol.12 , Issue.8 , pp. 1635-1639
    • Xuy Cui, B.1    Li, Z.2    Yang, J.3
  • 31
    • 0025522850 scopus 로고
    • Adaptive speckle filters and scene heterogeneity
    • Nov
    • A. Lopes, R. Touzi, and E. Nezry, "Adaptive speckle filters and scene heterogeneity," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 6, pp. 992-1000, Nov. 1990.
    • (1990) IEEE Trans. Geosci. Remote Sens , vol.28 , Issue.6 , pp. 992-1000
    • Lopes, A.1    Touzi, R.2    Nezry, E.3
  • 32
    • 0030108499 scopus 로고    scopus 로고
    • The ratio of the arithmetic to the geometric mean: A first-order statistical test for multilook SAR image homogeneity
    • Mar
    • M. Beauchemin,K. Thomson, andG. Edwards, "The ratio of the arithmetic to the geometric mean: A first-order statistical test for multilook SAR image homogeneity," IEEE Trans. Geosci. Remote Sens., vol. 34, no. 2, pp. 604-606, Mar. 1996.
    • (1996) IEEE Trans. Geosci. Remote Sens , vol.34 , Issue.2 , pp. 604-606
    • Beauchemin, M.1    Thomson, K.2    Edwards, G.3
  • 33
    • 77954381583 scopus 로고    scopus 로고
    • Probability density function of logarithmic ratio of arithmetic mean to geometric mean for Nakagamim fading power
    • May
    • J. Cheng, N. Wang, and C. Tellambura, "Probability density function of logarithmic ratio of arithmetic mean to geometric mean for Nakagamim fading power," in Proc. 25th Biennal Symp. Commun., May 2010, pp. 348-351.
    • (2010) Proc. 25th Biennal Symp. Commun , pp. 348-351
    • Cheng, J.1    Wang, N.2    Tellambura, C.3
  • 35
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Apr
    • Z.Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
    • (2004) IEEE Trans. Image Process , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3    Simoncelli, E.P.4
  • 36
    • 0141787887 scopus 로고    scopus 로고
    • SAR image denoising via Bayesianwavelet shrinkage based on heavy-Tailed modeling
    • Aug
    • A. Achim, P. Tsakalides, and A. Bezerianos, "SAR image denoising via Bayesianwavelet shrinkage based on heavy-Tailed modeling," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 8, pp. 1773-1784, Aug. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , Issue.8 , pp. 1773-1784
    • Achim, A.1    Tsakalides, P.2    Bezerianos, A.3
  • 38
    • 0036870577 scopus 로고    scopus 로고
    • Speckle reducing anisotropic diffusion
    • Nov
    • Y. Yu and S. Acton, "Speckle reducing anisotropic diffusion," IEEE Trans. Image Process., vol. 11, no. 11, pp. 1260-1270, Nov. 2002.
    • (2002) IEEE Trans. Image Process , vol.11 , Issue.11 , pp. 1260-1270
    • Yu, Y.1    Acton, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.