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Volumn 46, Issue 9, 2008, Pages 2728-2742

Segmentation-based MAP despeckling of SAR images in the undecimated wavelet domain

Author keywords

Despeckling; Generalized Gaussian (GG) modeling; Image segmentation; Synthetic aperture radar (SAR); Undecimated wavelet decomposition

Indexed keywords

DISTRIBUTION FUNCTIONS; ESTIMATION; IMAGE ENHANCEMENT; IMAGING SYSTEMS; IMAGING TECHNIQUES; MODAL ANALYSIS; PARAMETER ESTIMATION; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; RADAR; REFLECTION; SYNTHETIC APERTURE RADAR; SYNTHETIC APERTURES; TARGET DRONES; WAVE FILTERS; WAVELET TRANSFORMS;

EID: 50549085645     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2008.920018     Document Type: Article
Times cited : (124)

References (41)
  • 1
    • 0001539879 scopus 로고
    • Some fundamental properties of speckle
    • Nov
    • J. W. Goodman, "Some fundamental properties of speckle," J. Opt. Soc. Amer., vol. 66, no. 11, pp. 1145-1150, Nov. 1976.
    • (1976) J. Opt. Soc. Amer , vol.66 , Issue.11 , pp. 1145-1150
    • Goodman, J.W.1
  • 4
    • 84975594858 scopus 로고    scopus 로고
    • M. Tur, K. C. Chin, and J. W. Goodman, When is speckle multiplicative? Appl. Opt., 2.1, no. 7, pp. 1157-1159, Apr. 1982.
    • M. Tur, K. C. Chin, and J. W. Goodman, "When is speckle multiplicative?" Appl. Opt., vol. 2.1, no. 7, pp. 1157-1159, Apr. 1982.
  • 5
    • 0036875161 scopus 로고    scopus 로고
    • A review of speckle filtering in die context of estimation theory
    • Nov
    • R. Touzi, "A review of speckle filtering in die 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
  • 6
    • 0018998148 scopus 로고
    • Digital image enhancement and noise filtering by use of local statistics
    • Feb
    • J.-S. Lee, "Digital image enhancement and noise filtering by use of local statistics," IEEE Trans. Pattern Anal. Mack InteIl., vol. PAMI-2, no. 2, pp. 165-168, Feb. 1980.
    • (1980) IEEE Trans. Pattern Anal. Mack InteIl , vol.PAMI-2 , Issue.2 , pp. 165-168
    • Lee, J.-S.1
  • 7
    • 0022029165 scopus 로고
    • Adaptive noise smoothing filter for images with signal-dependent noise
    • Feb
    • D. T. Kuan, A. A. Sawchuk, T. C. Strand, and P. Chavel, "Adaptive noise smoothing filter for images with signal-dependent noise," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-7, no. 2, pp. 165-177, Feb. 1985.
    • (1985) IEEE Trans. Pattern Anal. Mach. Intell , vol.PAMI-7 , Issue.2 , pp. 165-177
    • Kuan, D.T.1    Sawchuk, A.A.2    Strand, T.C.3    Chavel, P.4
  • 8
    • 0025554780 scopus 로고
    • Maximum, a posteriori speckle filtering and first order texture models in SAR images
    • A. Lopès, E. Nezry, R. Touzi, and H. Laur, "Maximum, a posteriori speckle filtering and first order texture models in SAR images," in Proc. IEEE Int. Geosci. Remote Sens. Symp., 1990, pp. 2409-2412.
    • (1990) Proc. IEEE Int. Geosci. Remote Sens. Symp , pp. 2409-2412
    • Lopès, A.1    Nezry, E.2    Touzi, R.3    Laur, H.4
  • 9
    • 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
  • 10
    • 0021386049 scopus 로고
    • Combined homomorphic and localstatistics processing for restoration of images degraded by signal-dependent noise
    • Mar. 15
    • H. H. Arsenault and M. Levesque, "Combined homomorphic and localstatistics processing for restoration of images degraded by signal-dependent noise," Appl. Opt., vol. 23, no. 6, pp. 845-850, Mar. 15, 1984.
    • (1984) Appl. Opt , vol.23 , Issue.6 , pp. 845-850
    • Arsenault, H.H.1    Levesque, M.2
  • 11
    • 0036508032 scopus 로고    scopus 로고
    • Statistical properties of logarithmically transformed speckle
    • Mar
    • H. Xie, L. E. Pierce, and F. T. Ulaby, "Statistical properties of logarithmically transformed speckle," IEEE Trans. Geosci, Remote Sens., vol. 40, no. 3, pp. 721-727, Mar. 2002.
    • (2002) IEEE Trans. Geosci, Remote Sens , vol.40 , Issue.3 , pp. 721-727
    • Xie, H.1    Pierce, L.E.2    Ulaby, F.T.3
  • 12
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Jul
    • S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 7, pp. 674-693, Jul. 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.1
  • 13
    • 0242386572 scopus 로고    scopus 로고
    • Almost translation, invariant wavelet transformations for speckle reduction of SAR images
    • Oct
    • J. R. Sveinsson and J. A. Benediktsson, "Almost translation, invariant wavelet transformations for speckle reduction of SAR images," IEEE Tram. Geosci. Remote Sens., vol. 41, no. 10, pp. 2404-2408, Oct. 2003.
    • (2003) IEEE Tram. Geosci. Remote Sens , vol.41 , Issue.10 , pp. 2404-2408
    • Sveinsson, J.R.1    Benediktsson, J.A.2
  • 14
    • 0033100571 scopus 로고    scopus 로고
    • S. Fukuda and H. Hirosawa, Smoothing effect of wavelet-based speckle filtering: The Haar basis case, IEEE Trans. Geosci. Remote Sens., 37, no. 2, pp. 1168-1172, Mar. 1999.
    • S. Fukuda and H. Hirosawa, "Smoothing effect of wavelet-based speckle filtering: The Haar basis case," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 2, pp. 1168-1172, Mar. 1999.
  • 15
    • 0141787887 scopus 로고    scopus 로고
    • A. Achim, P. Tsakalides, and A. Bezerianos, SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling, IEEE Trans. Geosci. Remote Sens., 4.1, no. 8, pp. 1773-1784, Aug. 2003.
    • A. Achim, P. Tsakalides, and A. Bezerianos, "SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling," IEEE Trans. Geosci. Remote Sens., vol. 4.1, no. 8, pp. 1773-1784, Aug. 2003.
  • 16
    • 2442586904 scopus 로고    scopus 로고
    • Homomorphic wavelet-based statistical despeckling of SAR images
    • Apr
    • S. Solbø and T. Eltoft, "Homomorphic wavelet-based statistical despeckling 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
    • Solbø, S.1    Eltoft, T.2
  • 18
    • 0032164939 scopus 로고    scopus 로고
    • Multiresolution local-statistics speckle filtering based on a ratio Laplacian pyramid
    • Sep
    • B. Aiazzi, L. Alparone, and S. Baronti, "Multiresolution local-statistics speckle filtering based on a ratio Laplacian pyramid," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 5, pp. 1466-1476, Sep. 1998.
    • (1998) IEEE Trans. Geosci. Remote Sens , vol.36 , Issue.5 , pp. 1466-1476
    • Aiazzi, B.1    Alparone, L.2    Baronti, S.3
  • 19
    • 0036875230 scopus 로고    scopus 로고
    • Speckle removal from SAR images in the undecimated wavelet domain
    • Nov
    • F. Argenti and L. Alparone, "Speckle removal from SAR images in the undecimated wavelet domain," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 1.1, pp. 2363-2374, Nov. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , Issue.1 .1 , pp. 2363-2374
    • Argenti, F.1    Alparone, L.2
  • 20
    • 0141675963 scopus 로고    scopus 로고
    • Contribution of the fractal dimension to multiscale adaptive filtering of SAR imagery
    • Aug
    • M. Germain, G. B. Benie, J.-M. Boucher, S. Foucher, K. Fung, and K. Goita, "Contribution of the fractal dimension to multiscale adaptive filtering of SAR imagery," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 8, pp. 1765-1772, Aug. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , Issue.8 , pp. 1765-1772
    • Germain, M.1    Benie, G.B.2    Boucher, J.-M.3    Foucher, S.4    Fung, K.5    Goita, K.6
  • 21
    • 36349025994 scopus 로고    scopus 로고
    • Wavelet-based despeckling of SAR images using Gauss-Markov random fields
    • Dec
    • D. Gleich and M. Datcu, "Wavelet-based despeckling of SAR images using Gauss-Markov random fields," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 12, pp. 4127-4143, Dec. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.12 , pp. 4127-4143
    • Gleich, D.1    Datcu, M.2
  • 23
    • 1542651883 scopus 로고    scopus 로고
    • S. Solbø and T. Eltoft, 'T-WMAP: A. statistical speckle filter operating in the wavelet domain, Int. J. Remote Sens., 25, no. 5, pp. 1019-1036, Mar. 2004.
    • S. Solbø and T. Eltoft, 'T-WMAP: A. statistical speckle filter operating in the wavelet domain," Int. J. Remote Sens., vol. 25, no. 5, pp. 1019-1036, Mar. 2004.
  • 24
    • 33747669425 scopus 로고    scopus 로고
    • SAR image filtering based on the heavy-tailed Rayleigh model
    • Sep
    • A. Achim, E. E. Kuruoǧlu, 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.
    • (2006) IEEE Trans. Image Process , vol.15 , Issue.9 , pp. 2686-2693
    • Achim, A.1    Kuruoǧlu, E.E.2    Zerubia, J.3
  • 25
    • 0025522850 scopus 로고
    • Adaptive speckle filters and scene heterogeneity
    • Nov
    • A. Lopès, 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
    • Lopès, A.1    Touzi, R.2    Nezry, E.3
  • 26
    • 33750335067 scopus 로고    scopus 로고
    • Multiresolution MAP despeckling of SAR images based on locally adaptive generalized Gaussian pdf modeling
    • Nov
    • F. Argenti, T. Bianchi, and L. Alparone, "Multiresolution MAP despeckling of SAR images based on locally adaptive generalized Gaussian pdf modeling," IEEE Trans. Image Process., vol. 15, no. 11, pp. 3385-3399, Nov. 2006.
    • (2006) IEEE Trans. Image Process , vol.15 , Issue.11 , pp. 3385-3399
    • Argenti, F.1    Bianchi, T.2    Alparone, L.3
  • 27
    • 0027865235 scopus 로고
    • Structure detection and statistical adaptive speckle filtering in SAR images
    • Jun
    • A. Lopès, 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, Jun. 1993.
    • (1993) Int. J. Remote Sens , vol.14 , Issue.9 , pp. 1735-1758
    • Lopès, A.1    Nezry, E.2    Touzi, R.3    Laur, H.4
  • 28
    • 0019728197 scopus 로고
    • Refined filtering of image noise using local statistics
    • J.-S. Lee, "Refined filtering of image noise using local statistics," Comput. Vis. Graph. Image Process., vol. 15, no. 2, pp. 380-389, 1981.
    • (1981) Comput. Vis. Graph. Image Process , vol.15 , Issue.2 , pp. 380-389
    • Lee, J.-S.1
  • 29
    • 0024104767 scopus 로고
    • A statistical and geometrical edge detector for SAR images
    • Nov
    • R. Touzi, A. Lopès, and P. Bousquet, "A statistical and geometrical edge detector for SAR images," IEEE Trans. Geosci. Remote Sens., vol. 26, no. 6, pp. 764-773, Nov. 1988.
    • (1988) IEEE Trans. Geosci. Remote Sens , vol.26 , Issue.6 , pp. 764-773
    • Touzi, R.1    Lopès, A.2    Bousquet, P.3
  • 30
    • 4344705405 scopus 로고    scopus 로고
    • Bayesian wavelet shrinkage with edge detection for SAR image despeckling
    • Aug
    • M. Dai, C. Peng, A. K. Chan, and D. Loguinov, "Bayesian wavelet shrinkage with edge detection for SAR image despeckling," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 8, pp. 1642-1648, Aug. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , Issue.8 , pp. 1642-1648
    • Dai, M.1    Peng, C.2    Chan, A.K.3    Loguinov, D.4
  • 31
    • 0026938667 scopus 로고
    • The discrete wavelet transform.: Wedding the à trous and Mallat algorithms
    • Oct
    • M. J. Shensa, "The discrete wavelet transform.: Wedding the à trous and Mallat algorithms," IEEE Trans. Signal Process., vol. 40, no. 10, pp. 2464-2482, Oct. 1992.
    • (1992) IEEE Trans. Signal Process , vol.40 , Issue.10 , pp. 2464-2482
    • Shensa, M.J.1
  • 32
    • 0032071098 scopus 로고    scopus 로고
    • Oversampled filter banks
    • May
    • Z. Cvetkovic and M. Vetterli, "Oversampled filter banks," IEEE Trans. Signal Process., vol. 46, no. 5, pp. 1245-1255, May 1998.
    • (1998) IEEE Trans. Signal Process , vol.46 , Issue.5 , pp. 1245-1255
    • Cvetkovic, Z.1    Vetterli, M.2
  • 35
    • 12444252163 scopus 로고    scopus 로고
    • The Polarimetric G distribution for SAR data analysis
    • C. C. Freitas, A. C. Frery, and A. H. Correia, "The Polarimetric G distribution for SAR data analysis," Environmetrics, vol. 16, no. 1, pp. 13-31, 2005.
    • (2005) Environmetrics , vol.16 , Issue.1 , pp. 13-31
    • Freitas, C.C.1    Frery, A.C.2    Correia, A.H.3
  • 36
    • 0032208574 scopus 로고    scopus 로고
    • Analysis of speckle noise contribution on wavelet decomposition of SAR images
    • Nov
    • M. Simard, G. De Grandi, K. P. B. Thomson, and G. B. Bénie, "Analysis of speckle noise contribution on wavelet decomposition of SAR images," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 6, pp. 1953-1962, Nov. 1998.
    • (1998) IEEE Trans. Geosci. Remote Sens , vol.36 , Issue.6 , pp. 1953-1962
    • Simard, M.1    De Grandi, G.2    Thomson, K.P.B.3    Bénie, G.B.4
  • 37
    • 35649022725 scopus 로고    scopus 로고
    • Target detection and texture segmentation in Polarimetric SAR images using a wavelet frame: Theoretical aspects
    • Nov
    • G. De Grandi, J.-S. Lee, and D. L. Schuler, "Target detection and texture segmentation in Polarimetric SAR images using a wavelet frame: Theoretical aspects," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 11, pp. 3437-3453, Nov. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.11 , pp. 3437-3453
    • De Grandi, G.1    Lee, J.-S.2    Schuler, D.L.3
  • 38
    • 0022683178 scopus 로고    scopus 로고
    • F. T. Ulaby, F. Kouyate, B. Brisco, and T. H. L. Williams, 'Textural information in SAR images, IEEE Trans. Geosci. Remote Sens., GRS-24, no. 2, pp. 235-245, Mar. 1986.
    • F. T. Ulaby, F. Kouyate, B. Brisco, and T. H. L. Williams, 'Textural information in SAR images," IEEE Trans. Geosci. Remote Sens., vol. GRS-24, no. 2, pp. 235-245, Mar. 1986.
  • 39
    • 0029308048 scopus 로고
    • Unsupervised texture segmentation using multichannel decomposition and hidden Markov models
    • May
    • J.-L. Chen and A. Kundu, "Unsupervised texture segmentation using multichannel decomposition and hidden Markov models," IEEE Trans. Image Process., vol. 4, no. 5, pp. 603-619, May 1995.
    • (1995) IEEE Trans. Image Process , vol.4 , Issue.5 , pp. 603-619
    • Chen, J.-L.1    Kundu, A.2
  • 40
    • 0345308450 scopus 로고    scopus 로고
    • Coherence estimation from multilook incoherent SAR imagery
    • Nov
    • B. Aiazzi, L. Alparone, S. Baronti, and A. Garzelli, "Coherence estimation from multilook incoherent SAR imagery," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 11, pp. 2531-2539, Nov. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , Issue.11 , pp. 2531-2539
    • Aiazzi, B.1    Alparone, L.2    Baronti, S.3    Garzelli, A.4


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