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Volumn 15, Issue 9, 2006, Pages 2686-2693

SAR image filtering based on the heavy-tailed rayleigh model

Author keywords

stable distributions; Heavy tailed Rayleigh model; Maximum a posteriori (MAP) estimation; Mellin transform; Synthetic aperture radar (SAR)

Indexed keywords

ALGORITHMS; ESTIMATION; MATHEMATICAL MODELS; RADAR CROSS SECTION; RAYLEIGH SCATTERING; SYNTHETIC APERTURE RADAR;

EID: 33747669425     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.877362     Document Type: Article
Times cited : (189)

References (27)
  • 2
    • 0001539879 scopus 로고
    • "Some fundamental properties of speckle"
    • Nov
    • J. W. Goodman, "Some fundamental properties of speckle," J. Opt. Soc. Amer., vol. 66, pp. 1145-1150, Nov. 1976.
    • (1976) J. Opt. Soc. Amer. , vol.66 , pp. 1145-1150
    • Goodman, J.W.1
  • 4
    • 0019925686 scopus 로고
    • "A model for radar images and its application to adaptive digital filtering of multiplicative noise"
    • Feb
    • 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, Feb. 1982.
    • (1982) IEEE Trans. Pattern Anal. Mach. Intell. , vol.PAMI-4 , Issue.2 , pp. 157-166
    • Frost, V.S.1    Stiles, J.A.2    Shanmugan, K.S.3    Holtzman, J.C.4
  • 5
    • 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
  • 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. Mach. Intell., vol. PAMI-2, no. 2, pp. 165-168, Feb. 1980.
    • (1980) IEEE Trans. Pattern Anal. Mach. Intell. , vol.PAMI-2 , Issue.2 , pp. 165-168
    • Lee, J.S.1
  • 7
    • 0026221563 scopus 로고
    • "Two-dimensional adaptive block Kalman filtering of SAR imagery"
    • Sep
    • M. R. Azimi-Sadjadi and S. Bannour, "Two-dimensional adaptive block Kalman filtering of SAR imagery," IEEE Trans. Geosci. Remote Sens., vol. 29, no. 5, pp. 742-753, Sep. 1991.
    • (1991) IEEE Trans. Geosci. Remote Sens. , vol.29 , Issue.5 , pp. 742-753
    • Azimi-Sadjadi, M.R.1    Bannour, S.2
  • 8
    • 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. 9, pp. 2258-2269, Sep. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , Issue.9 , pp. 2258-2269
    • Walessa, M.1    Datcu, M.2
  • 9
    • 0031079948 scopus 로고    scopus 로고
    • "Multi- variate optimal speckle reduction in SAR imagery"
    • Feb
    • J. Bruniquel and A. Lopes, "Multi- variate optimal speckle reduction in SAR imagery," Int. J. Remote Sens., vol. 18, pp. 603-627, Feb. 1997.
    • (1997) Int. J. Remote Sens. , vol.18 , pp. 603-627
    • Bruniquel, J.1    Lopes, A.2
  • 10
    • 0029369367 scopus 로고
    • "A refined gamma MAP SAR speckle filter with improved geometrical adaptivity"
    • Sep
    • A. Baraldi and F. Parmigiani, "A refined gamma MAP SAR speckle filter with improved geometrical adaptivity," IEEE Trans. Geosci. Remote Sens., vol. 33, no. 5, pp. 1245-1257, Sep. 1995.
    • (1995) IEEE Trans. Geosci. Remote Sens. , vol.33 , Issue.5 , pp. 1245-1257
    • Baraldi, A.1    Parmigiani, F.2
  • 11
    • 0036821339 scopus 로고    scopus 로고
    • "SAR speckle reduction using wavelet denoising and Markov random field modeling"
    • Oct
    • H. Xie, L. E. Pierce, and F. T. Ulaby, "SAR speckle reduction using wavelet denoising and Markov random field modeling," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 10, pp. 2196-2212, Oct. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens. , vol.40 , Issue.10 , pp. 2196-2212
    • Xie, H.1    Pierce, L.E.2    Ulaby, F.T.3
  • 12
    • 0141787887 scopus 로고    scopus 로고
    • "SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling"
    • Aug
    • 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. 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
  • 13
    • 11144354673 scopus 로고    scopus 로고
    • "Modeling SAR images with a generalization of the Rayleigh distribution"
    • Apr
    • E. E. Kuruoglu and J. Zerubia, "Modeling SAR images with a generalization of the Rayleigh distribution," IEEE Trans. Image Process., vol. 13, no. 4, pp. 527-533, Apr. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 527-533
    • Kuruoglu, E.E.1    Zerubia, J.2
  • 15
    • 0035473955 scopus 로고    scopus 로고
    • "High-resolution autofocus techniques for SAR imaging based on fractional lower order statistics"
    • Oct
    • P. Tsakalides and C. L. Nikias, "High-resolution autofocus techniques for SAR imaging based on fractional lower order statistics," Proc. Inst. Elect. Eng., Radar Sonar Navig., vol. 148, pp. 267-276, Oct. 2001.
    • (2001) Proc. Inst. Elect. Eng., Radar Sonar Navig. , vol.148 , pp. 267-276
    • Tsakalides, P.1    Nikias, C.L.2
  • 16
    • 33646885204 scopus 로고    scopus 로고
    • "SAR amplitude probability density function estimation based on a generalized Gaussian scattering model"
    • Jun
    • G. Moser, J. Zerubia, and S. B. Serpico, "SAR amplitude probability density function estimation based on a generalized Gaussian scattering model," Trans. Image Process., vol. 15, no. 6, pp. 1429-1442, Jun. 2006.
    • (2006) Trans. Image Process. , vol.15 , Issue.6 , pp. 1429-1442
    • Moser, G.1    Zerubia, J.2    Serpico, S.B.3
  • 17
    • 31344481921 scopus 로고    scopus 로고
    • "Dictionary-based stochastic expectation-maximization for SAR amplitude prrobability density function estimation"
    • Jan
    • G. Moser, J. Zerubia, and S. B. Serpico, "Dictionary-based stochastic expectation-maximization for SAR amplitude prrobability density function estimation," Trans. Image Process., vol. 44, no. 1, pp. 188-200, Jan. 2006.
    • (2006) Trans. Image Process. , vol.44 , Issue.1 , pp. 188-200
    • Moser, G.1    Zerubia, J.2    Serpico, S.B.3
  • 19
    • 0242462643 scopus 로고    scopus 로고
    • "Introduction aux statistiques de deuxième espèce: Applications des log-moments et des log-cumulantsà l'analyse des lois d'images radar"
    • J. M. Nicolas, "Introduction aux statistiques de deuxième espèce: applications des log-moments et des log-cumulantsà l'analyse des lois d'images radar," Trait. Signal, vol. 19, pp. 139-167, 2002.
    • (2002) Trait. Signal , vol.19 , pp. 139-167
    • Nicolas, J.M.1
  • 20
    • 7044247421 scopus 로고    scopus 로고
    • "A new statistical model for Markovian classification of urban areas in high resolution SAR images"
    • Oct
    • C. Tison, J. M. Nicolas, F. Tupin, and H. Maitre, "A new statistical model for Markovian classification of urban areas in high resolution SAR images," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2046-2057, Oct. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2046-2057
    • Tison, C.1    Nicolas, J.M.2    Tupin, F.3    Maitre, H.4
  • 21
    • 0000607409 scopus 로고
    • "Properties of speckle integrated with a finite aperture and logarithmically transformed"
    • Nov
    • H. H. Arsenault and G. April, "Properties of speckle integrated with a finite aperture and logarithmically transformed," J. Opt. Soc. Amer., vol. 66, pp. 1160-1163, Nov. 1976.
    • (1976) J. Opt. Soc. Amer. , vol.66 , pp. 1160-1163
    • Arsenault, H.H.1    April, G.2
  • 23
    • 0005455695 scopus 로고    scopus 로고
    • "Speckle filtering of SAR images - A comparative study between complex-wavelet based and standard filters"
    • L. Gagnon and A. Jouan, "Speckle filtering of SAR images - A comparative study between complex-wavelet based and standard filters," Proc. SPIE, pp. 80-91, 1997.
    • (1997) Proc. SPIE , pp. 80-91
    • Gagnon, L.1    Jouan, A.2
  • 24
    • 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
  • 25
    • 0004773986 scopus 로고
    • "Some applications of the Mellin transform in statistics"
    • Sep
    • B. Epstein, "Some applications of the Mellin transform in statistics," Ann. Math. Statist., vol. 19, pp. 370-379, Sep. 1948.
    • (1948) Ann. Math. Statist. , vol.19 , pp. 370-379
    • Epstein, B.1
  • 26
    • 0000735135 scopus 로고
    • "Mellin-Stieltjes transforms in probability theory"
    • V. M. Zolotarev, "Mellin-Stieltjes transforms in probability theory," Theory Prob. Appl., no. 4, pp. 432-460, 1957.
    • (1957) Theory Prob. Appl. , vol.4 , pp. 432-460
    • Zolotarev, V.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.