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Volumn 52, Issue 3, 2014, Pages 1596-1615

Benchmarking framework for SAR despeckling

Author keywords

Quality assessment; SAR simulation; speckle reduction; synthetic apeture radar (SAR)

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; IMAGE PROCESSING; MODELS; SPECKLE;

EID: 84877615358     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2252907     Document Type: Article
Times cited : (166)

References (58)
  • 3
    • 0035274366 scopus 로고    scopus 로고
    • SAR image data compression using a tree-structured wavelet transform
    • DOI 10.1109/36.911112, PII S0196289201020873
    • Z. Zeng and I. G. Cumming, "SAR image data compression using a tree-structured wavelet transform, " IEEE Trans. Geosci. Remote Sens., vol. 39, no. 3, pp. 546-552, Mar. 2001. (Pubitemid 32400423)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.3 , pp. 546-552
    • Zeng, Z.1    Cumming, I.G.2
  • 4
    • 0442295643 scopus 로고    scopus 로고
    • Fast SAR image restoration, segmentation, and detection of high-reflectance regions
    • Dec
    • E. Bratsolis and M. Sigelle, "Fast SAR image restoration, segmentation, and detection of high-reflectance regions, " IEEE Trans. Geosci. Remote Sens., vol. 41, no. 12, pp. 2890-2899, Dec. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.12 , pp. 2890-2899
    • Bratsolis, E.1    Sigelle, M.2
  • 5
    • 84860340876 scopus 로고    scopus 로고
    • Evaluation of bayesian despeckling and texture extraction methods based on Gauss-Markov and auto-binomial gibbs random fields: Application to TerraSAR-X Data
    • May
    • D. Espinoza Molina, D. Gleich, and M. Datcu, "Evaluation of bayesian despeckling and texture extraction methods based on Gauss-Markov and auto-binomial gibbs random fields: Application to TerraSAR-X Data, " IEEE Trans. Geosci. Remote Sens., vol. 50, no. 5, pp. 2001-2025, May 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.5 , pp. 2001-2025
    • Espinoza Molina, D.1    Gleich, D.2    Datcu, M.3
  • 6
    • 0344877410 scopus 로고    scopus 로고
    • Statistical and operational performance assessment of multitemporal SAR image filtering
    • Nov
    • E. Trouvé, Y. Chambenoit, N. Classeau, and P. Bolon, "Statistical and operational performance assessment of multitemporal SAR image filtering, " IEEE Trans. Geosci. Remote Sens., vol. 41, no. 11, pp. 2519-2530, Nov. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.11 , pp. 2519-2530
    • Trouvé, E.1    Chambenoit, Y.2    Classeau, N.3    Bolon, P.4
  • 7
    • 79959701760 scopus 로고    scopus 로고
    • Evolutionary expert-supervised despeckled SRAD filter design for enhancing SAR images
    • Jun
    • L. Gomez, C. Munteanu, J. Jacobo-Berlles, and M. Mejail, "Evolutionary expert-supervised despeckled SRAD filter design for enhancing SAR images, " IEEE. Geosci. Remote Sens. Lett., vol. 8, no. 4, pp. 814-818, Jun. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.4 , pp. 814-818
    • Gomez, L.1    Munteanu, C.2    Jacobo-Berlles, J.3    Mejail, M.4
  • 8
    • 0029724347 scopus 로고    scopus 로고
    • A comprehensive evaluation of filters for radar speckle suppression
    • May
    • Y. Sheng and Z. Xia, "A comprehensive evaluation of filters for radar speckle suppression, " in Proc. IEEE Int. Geosci. Remote Sens. Symp., vol. 3. May 1996, pp. 1559-1561.
    • (1996) Proc. IEEE Int. Geosci. Remote Sens. Symp. , vol.3 , pp. 1559-1561
    • Sheng, Y.1    Xia, Z.2
  • 11
    • 0001539879 scopus 로고
    • Some fundamental properties of speckle
    • Nov
    • J. W. Goodman, "Some fundamental properties of speckle, " J. Opt. Soc. Am., vol. 66, no. 11, pp. 806-814, Nov. 1976.
    • (1976) J. Opt. Soc. Am. , vol.66 , Issue.11 , pp. 806-814
    • Goodman, J.W.1
  • 15
    • 0036699474 scopus 로고    scopus 로고
    • A canonical problem in electromagnetic backscattering from buildings
    • DOI 10.1109/TGRS.2002.802459, PII 1011092002802459
    • G. Franceschetti, A. Iodice, and D. Riccio, "A canonical problem in electromagnetic backscattering from buildings, " IEEE Trans. Geosci. Remote Sens., vol. 40, no. 8, pp. 1787-1801, Aug. 2002. (Pubitemid 35170399)
    • (2002) IEEE Transactions on Geoscience and Remote Sensing , vol.40 , Issue.8 , pp. 1787-1801
    • Franceschetti, G.1    Iodice, A.2    Riccio, D.3
  • 16
    • 0024072965 scopus 로고
    • Spatial considerations in SAR speckle simulation
    • Sep
    • R. K. Raney and G. J. Wessels, "Spatial considerations in SAR speckle simulation, " IEEE Trans. Geosci. Remote Sens., vol. 26, no. 5, pp. 666-672, Sep. 1988.
    • (1988) IEEE Trans. Geosci. Remote Sens. , vol.26 , Issue.5 , pp. 666-672
    • Raney, R.K.1    Wessels, G.J.2
  • 17
    • 0019728171 scopus 로고
    • Speckle analysis and smoothing of synthetic aperture radar images
    • Sep
    • J. S. Lee, "Speckle analysis and smoothing of synthetic aperture radar images, " Comput. Graph. Image Process., vol. 17, no. 1, pp. 24-32, Sep. 1981.
    • (1981) Comput. Graph. Image Process. , vol.17 , Issue.1 , pp. 24-32
    • Lee, J.S.1
  • 20
    • 0027865235 scopus 로고
    • Structure detection and statistical adaptive speckle filtering in SAR images
    • A. Lopes, E. Nezry, R. Touzi, and H. Laur, "Structure detection and statistical adaptive speckle filtering in SAR images, " Int. J. Remote Sens., vol. 14, no. 9, pp. 1735-1758, 1993. (Pubitemid 24394181)
    • (1993) International Journal of Remote Sensing , vol.14 , Issue.9 , pp. 1735-1758
    • Lopes, A.1    Nezry, E.2    Touzi, R.3    Laur, H.4
  • 21
    • 0036870577 scopus 로고    scopus 로고
    • Speckle reducing anisotropic diffusion
    • Nov
    • Y. Yu and S. T. 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.T.2
  • 22
    • 0035574863 scopus 로고    scopus 로고
    • Smoothing speckled SAR images by using maximum homogeneous region filters: An improved approach
    • J. M. 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., vol. 3. Jul. 2001, pp. 1503-1505. (Pubitemid 34237152)
    • (2001) International Geoscience and Remote Sensing Symposium (IGARSS) , vol.3 , pp. 1503-1505
    • Nicolas, J.M.1    Tupin, F.2    Maitre, H.3
  • 23
    • 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
  • 25
    • 0005455695 scopus 로고    scopus 로고
    • Speckle filtering of SAR images: A comparative study between complex wavelet-based and standard filters
    • Oct
    • L. Gagnon, "Speckle filtering of SAR images: A comparative study between complex wavelet-based and standard filters, " Proc. SPIE, vol. 3169, pp. 80-91, Oct. 1997.
    • (1997) Proc. SPIE , vol.3169 , pp. 80-91
    • Gagnon, L.1
  • 26
    • 33747669425 scopus 로고    scopus 로고
    • SAR image filtering based on the heavy-tailed rayleigh model
    • DOI 10.1109/TIP.2006.877362
    • A. Achim, E. E. Kuruoglu, and J. Zerubia, "SAR image filtering based on the heavy-tailed Rayleigh model, " IEEE Trans. Image Process., vol. 15, no. 9, pp. 2686-2693, Sep. 2006. (Pubitemid 44270209)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.9 , pp. 2686-2693
    • Achim, A.1    Kuruoglu, E.E.2    Zerubia, J.3
  • 27
    • 34247614981 scopus 로고    scopus 로고
    • Spatially adaptive wavelet-based method using the cauchy prior for denoising the SAR images
    • DOI 10.1109/TCSVT.2006.888020
    • M. I. H. Bhuiyan, M. O. Ahmad, and M. N. S. Swamy, "Spatially adaptive wavelet-based method using the Cauchy prior for denoising the SAR images, " IEEE Trans. Circuits Syst. Video Technol., vol. 17, no. 4, pp. 500-507, Apr. 2007. (Pubitemid 46682666)
    • (2007) IEEE Transactions on Circuits and Systems for Video Technology , vol.17 , Issue.4 , pp. 500-507
    • Bhuiyan, M.I.H.1    Ahmad, M.O.2    Swamy, M.N.S.3
  • 28
    • 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
  • 29
    • 79955522173 scopus 로고    scopus 로고
    • Generalized SAR despeckling based on DTCWT exploiting interscale and intrascale dependences
    • May
    • J. J. Ranjani and S. J. Thiruvengadam, "Generalized SAR despeckling based on DTCWT exploiting interscale and intrascale dependences, " IEEE Geosci. Remote Sens. Lett., vol. 8, no. 3, pp. 552-556, May 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.3 , pp. 552-556
    • Ranjani, J.J.1    Thiruvengadam, S.J.2
  • 30
    • 84655161948 scopus 로고    scopus 로고
    • Fast MAP despeck-ling based on laplacian-gaussian modeling of wavelet coefficients
    • Jan
    • F. Argenti, T. Bianchi, A. Lapini, and L. Alparone, "Fast MAP despeck-ling based on laplacian-gaussian modeling of wavelet coefficients, " IEEE Geosci. Remote Sens. Lett., vol. 9, no. 1, pp. 13-17, Jan. 2012.
    • (2012) IEEE Geosci. Remote Sens. Lett. , vol.9 , Issue.1 , pp. 13-17
    • Argenti, F.1    Bianchi, T.2    Lapini, A.3    Alparone, L.4
  • 31
    • 33645653318 scopus 로고    scopus 로고
    • A review of image denoising algorithms, with a new one
    • DOI 10.1137/040616024
    • A. Buades, B. Coll, and J. M. Morel, "A review of image denoising algorithms, with a new one, " Multiscale Model. Simul., vol. 4, no. 2, pp. 490-530, 2005. (Pubitemid 43890582)
    • (2005) Multiscale Modeling and Simulation , vol.4 , Issue.2 , pp. 490-530
    • Buades, A.1    Coll, B.2    Morel, J.M.3
  • 32
    • 34547760736 scopus 로고    scopus 로고
    • Image denoising by sparse 3-D transform-domain collaborative filtering
    • DOI 10.1109/TIP.2007.901238
    • 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. (Pubitemid 47225460)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.8 , pp. 2080-2095
    • Dabov, K.1    Foi, A.2    Katkovnik, V.3    Egiazarian, K.4
  • 33
    • 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
  • 35
    • 79959715322 scopus 로고    scopus 로고
    • SAR image despeckling using Bayesian nonlocal means filter with sigma preselection
    • Jul
    • H. Zhong, Y. Li, and L. C. Jiao, "SAR image despeckling using Bayesian nonlocal means filter with sigma preselection, " IEEE. Geosci. Remote Sens. Lett., vol. 8, no. 4, pp. 809-813, Jul. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.4 , pp. 809-813
    • Zhong, H.1    Li, Y.2    Jiao, L.C.3
  • 36
    • 84856341300 scopus 로고    scopus 로고
    • A nonlocal SAR image denoising algorithm based on LLMMSE wavelet shrinkage
    • Feb
    • S. Parrilli, M. Poderico, C. V. 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.V.3    Verdoliva, L.4
  • 39
    • 2442586904 scopus 로고    scopus 로고
    • Homomorphic wavelet-based statistical despeck-ling of SAR images
    • Apr
    • S. Solbo and T. Eltoft, "Homomorphic wavelet-based statistical despeck-ling of SAR images, " IEEE Trans. Geosci. Remote Sens., vol. 42, no. 4, pp. 711-721, Apr. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.4 , pp. 711-721
    • Solbo, S.1    Eltoft, T.2
  • 40
    • 0036875161 scopus 로고    scopus 로고
    • A review of speckle filtering in the context of estimation theory
    • Nov
    • R. Touzi, "A review of speckle filtering in the context of estimation theory, " IEEE Trans. Geosci. Remote Sens., vol. 40, no. 11, pp. 2392-2404, Nov. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens. , vol.40 , Issue.11 , pp. 2392-2404
    • Touzi, R.1
  • 42
    • 0034272146 scopus 로고    scopus 로고
    • Model-based despeckling and information extraction from SAR images
    • Sep
    • M. Walessa and M. Datcu, "Model-based despeckling and information extraction from SAR images, " IEEE Trans. Geosci. Remote Sens., vol. 38, no. 5, pp. 2258-2269, Sep. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , Issue.5 , pp. 2258-2269
    • Walessa, M.1    Datcu, M.2
  • 43
    • 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
  • 44
    • 0028682705 scopus 로고
    • Speckle filtering of synthetic aperture radar images: A review
    • J. S. Lee, I. Jurkevich, P. Dewaele, P. Wambacq, and A. Oosterlinck, "Speckle filtering of synthetic aperture radar images: A review, " Remote Sens. Rev., vol. 8, no. 4, pp. 313-340, Jan. 1994. (Pubitemid 26468248)
    • (1994) Remote Sensing Reviews , vol.8 , Issue.4 , pp. 313-340
    • Lee, J.S.1    Jurkevich, I.2    Dewaele, P.3    Wambacq, P.4    Oosterlinck, A.5
  • 46
    • 0035306588 scopus 로고    scopus 로고
    • Toward edge sharpening: A SAR speckle filtering algorithm
    • DOI 10.1109/36.917910, PII S0196289201021374
    • Y. Dong, A. K. Milne, and B. C. Forster, "Toward edge sharpening: A SAR speckle filtering algorithm, " IEEE Trans. Geosci. Remote Sens., vol. 39, no. 4, pp. 851-863, Apr. 2001. (Pubitemid 32432740)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.4 , pp. 851-863
    • Dong, Y.1    Milne, A.K.2    Forster, B.C.3
  • 47
    • 0029290199 scopus 로고
    • Iterative homomorphic technique for speckle reduction in synthetic-aperture radar imaging
    • Apr
    • G. Franceschetti, V. Pascazio, and G. Schirinzi, "Iterative homomorphic technique for speckle reduction in synthetic-aperture radar imaging, " J. Opt. Soc. Amer. A, vol. 12, no. 4, pp. 686-694, Apr. 1995.
    • (1995) J. Opt. Soc. Amer. A , vol.12 , Issue.4 , pp. 686-694
    • Franceschetti, G.1    Pascazio, V.2    Schirinzi, G.3
  • 48
  • 51
    • 0022808786 scopus 로고
    • A computational approach to edge detection
    • Nov
    • J. Canny, "A computational approach to edge detection, " IEEE Trans. Pattern Anal. Machine Intell., vol. 8, no. 6, pp. 679-698, Nov. 1986.
    • (1986) IEEE Trans. Pattern Anal. Machine Intell. , vol.8 , Issue.6 , pp. 679-698
    • Canny, J.1
  • 52
    • 43949132677 scopus 로고    scopus 로고
    • Comparative study of contour detection evaluation criteria based on dissimilarity measures
    • S. Chabrier, H. Lauren, C. Rosenberger, and B. Emile, "Comparative study of contour detection evaluation criteria based on dissimilarity measures, " J. Image Video Process., vol. 2008, no. 2, pp. 1-13, 2008.
    • (2008) J. Image Video Process. , vol.2008 , Issue.2 , pp. 1-13
    • Chabrier, S.1    Lauren, H.2    Rosenberger, C.3    Emile, B.4
  • 54
    • 77953869941 scopus 로고    scopus 로고
    • Height retrieval of isolated buildings from single high-resolution SAR images
    • Jul
    • R. Guida, A. Iodice, and D. Riccio, "Height retrieval of isolated buildings from single high-resolution SAR images, " IEEE Trans. Geosci. Remote Sens., vol. 48, no. 7, pp. 2967-2979, Jul. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.7 , pp. 2967-2979
    • Guida, R.1    Iodice, A.2    Riccio, D.3
  • 55
    • 81855180726 scopus 로고    scopus 로고
    • An unsupervised method for quality assessment of despeckling: An evaluation on COSMO-SkyMed data
    • Oct
    • B. Aiazzi, L. Alparone, F. Argenti, S. Baronti, T. Bianchi, and A. Lapini, "An unsupervised method for quality assessment of despeckling: An evaluation on COSMO-SkyMed data, " Proc. SPIE, vol. 8179, p. 81790D, Oct. 2011.
    • (2011) Proc. SPIE , vol.8179
    • Aiazzi, B.1    Alparone, L.2    Argenti, F.3    Baronti, S.4    Bianchi, T.5    Lapini, A.6
  • 58
    • 77951294631 scopus 로고    scopus 로고
    • Building height retrieval from VHR SAR imagery based on an iterative simulation and matching technique
    • Mar
    • D. Brunner, G. Lemoine, L. Bruzzone, and H. Greidanus, "Building height retrieval from VHR SAR imagery based on an iterative simulation and matching technique, " IEEE Trans. Geosci. Remote Sens., vol. 48, no. 3, pp. 1487-1504, Mar. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.3 , pp. 1487-1504
    • Brunner, D.1    Lemoine, G.2    Bruzzone, L.3    Greidanus, H.4


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