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Volumn 40, Issue 11, 2002, Pages 2363-2374

Speckle removal from SAR images in the undecimated wavelet domain

Author keywords

Linear minimum mean square error (LMMSE) filtering; Multiresolution analysis; Multiscale local coefficient of variation (MLCV); Speckle; Synthetic aperture radar (SAR) images; Undecimated discrete wavelet transform (UDWT)

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; BACKSCATTERING; IMAGING SYSTEMS; SIGNAL TO NOISE RATIO; SPECKLE; WAVELET TRANSFORMS;

EID: 0036875230     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2002.805083     Document Type: Article
Times cited : (310)

References (28)
  • 2
    • 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 Sensing, vol. 28, pp. 992-1000, Nov. 1990.
    • (1990) IEEE Trans. Geosci. Remote Sensing , vol.28 , pp. 992-1000
    • Lopès, A.1    Touzi, R.2    Nezry, E.3
  • 3
    • 0027865235 scopus 로고
    • Structure detection and statistical adaptive speckle filtering in SAR images
    • 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, 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
  • 4
    • 0000996918 scopus 로고    scopus 로고
    • Adaptive image noise filtering using transform domain local statistics
    • Aug.
    • S. S. O. Choy, Y.-H. Chan, and W. C. Siu, "Adaptive image noise filtering using transform domain local statistics," J. Opt. Eng., vol. 37, no. 8, pp. 2290-2296, Aug. 1998.
    • (1998) J. Opt. Eng. , vol.37 , Issue.8 , pp. 2290-2296
    • Choy, S.S.O.1    Chan, Y.-H.2    Siu, W.C.3
  • 5
    • 84990575058 scopus 로고
    • Orthonormal bases of compactly supported wavelets
    • I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math., vol. 41, pp. 909-996, 1988.
    • (1988) Commun. Pure Appl. Math. , vol.41 , pp. 909-996
    • Daubechies, I.1
  • 6
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • July
    • S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 674-693, July 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , pp. 674-693
    • Mallat, S.1
  • 7
    • 0029307534 scopus 로고
    • Denoising by soft-thresholding
    • May
    • D. L. Donoho, "Denoising by soft-thresholding," IEEE Trans. Inform. Theory, vol. 41, pp. 613-627, May 1995.
    • (1995) IEEE Trans. Inform. Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 8
    • 0033356024 scopus 로고    scopus 로고
    • Speckle reduction and enhancement of SAR images using multiwavelets and adaptive thresholding
    • S. B. Serpico, Ed: EUROPTO Series
    • J. R. Sveinsson and J. A. Benediktsson, "Speckle reduction and enhancement of SAR images using multiwavelets and adaptive thresholding," in Proc. SPIE Conf. Image and Signal Processing for Remote Sensing V, S. B. Serpico, Ed: EUROPTO Series, 1999, vol. 3871, pp. 239-250.
    • (1999) Proc. SPIE Conf. Image and Signal Processing for Remote Sensing V , vol.3871 , pp. 239-250
    • Sveinsson, J.R.1    Benediktsson, J.A.2
  • 9
    • 0033100571 scopus 로고    scopus 로고
    • Smoothing effect of wavelet-based speckle filtering: The Haar basis case
    • Mar.
    • S. Fukuda and H. Hirosawa, "Smoothing effect of wavelet-based speckle filtering: The Haar basis case," IEEE Trans. Geosci. Remote Sensing, vol. 37, pp. 1168-1172, Mar. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sensing , vol.37 , pp. 1168-1172
    • Fukuda, S.1    Hirosawa, H.2
  • 10
    • 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 Sensing, vol. 40, pp. 721-727, Mar. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sensing , vol.40 , pp. 721-727
    • Xie, H.1    Pierce, L.E.2    Ulaby, F.T.3
  • 12
    • 0032164939 scopus 로고    scopus 로고
    • Multiresolution local-statistics speckle filtering based on a ratio Laplacian pyramid
    • Sept.
    • B. Aiazzi, L. Alparone, and S. Baronti, "Multiresolution local-statistics speckle filtering based on a ratio Laplacian pyramid," IEEE Trans. Geosci. Remote Sensing, vol. 36, pp. 1466-1476, Sept. 1998.
    • (1998) IEEE Trans. Geosci. Remote Sensing , vol.36 , pp. 1466-1476
    • Aiazzi, B.1    Alparone, L.2    Baronti, S.3
  • 13
    • 0342647438 scopus 로고    scopus 로고
    • Low-complexity image denoising based on statistical modeling of wavelet coefficients
    • Dec.
    • M. C. Mihçak, I. Kozintsev, K. Ramchandran, and P. Moulin, "Low-complexity image denoising based on statistical modeling of wavelet coefficients," IEEE Signal Processing Lett., vol. 6, pp. 300-303, Dec. 1999.
    • (1999) IEEE Signal Processing Lett. , vol.6 , pp. 300-303
    • Mihçak, M.C.1    Kozintsev, I.2    Ramchandran, K.3    Moulin, P.4
  • 15
    • 0002001578 scopus 로고
    • Translation-Invariant Denoising
    • A. Antoniadis, Ed. Berlin, Germany: Springer-Verlag
    • Coifman and D. L. Donoho, "Translation-invariant denoising," in Wavelets and Statistics. ser. Lecture Notes in Statistics, A. Antoniadis, Ed. Berlin, Germany: Springer-Verlag, 1995, vol. 103, pp. 125-150.
    • (1995) Wavelets and Statistics. Ser. Lecture Notes in Statistics , vol.103 , pp. 125-150
    • Coifman, R.1    Donoho, D.L.2
  • 16
    • 0034259592 scopus 로고    scopus 로고
    • Spatially adaptive wavelet thresholding with context modeling for image denoising
    • Sept.
    • S. G. Chang, B. Yu, and M. Vetterli, "Spatially adaptive wavelet thresholding with context modeling for image denoising," IEEE Trans. Image Processing, vol. 9, pp. 1522-1531, Sept. 2000.
    • (2000) IEEE Trans. Image Processing , vol.9 , pp. 1522-1531
    • Chang, S.G.1    Yu, B.2    Vetterli, M.3
  • 18
    • 0012836222 scopus 로고
    • Englewood Cliffs, NJ: Prentice-Hall, Fundamentals of Statistical Processing
    • S. M. Kay, Estimation Theory. Englewood Cliffs, NJ: Prentice-Hall, 1993, vol. 1, Fundamentals of Statistical Processing.
    • (1993) Estimation Theory , vol.1
    • Kay, S.M.1
  • 19
    • 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. Machine Intell., vol. 2, pp. 165-168, Feb. 1980.
    • (1980) IEEE Trans. Pattern Anal. Machine Intell. , vol.2 , pp. 165-168
    • Lee, J.-S.1
  • 20
    • 0019728197 scopus 로고
    • Refined filtering of image noise using local statistics
    • _, "Refined filtering of image noise using local statistics," Comput. Vision, Graphics, Image Process., vol. 15, no. 2, pp. 380-389, 1981.
    • (1981) Comput. Vision, Graphics, Image Process. , vol.15 , Issue.2 , pp. 380-389
  • 21
    • 0028193124 scopus 로고
    • Multiresolution adaptive image smoothing
    • P. Meer, R.-H. Park, and K. Cho, "Multiresolution adaptive image smoothing," Graph. Models Image Process., vol. 56, no. 2, pp. 140-148, 1994.
    • (1994) Graph. Models Image Process. , vol.56 , Issue.2 , pp. 140-148
    • Meer, P.1    Park, R.-H.2    Cho, K.3
  • 22
    • 0000244081 scopus 로고    scopus 로고
    • Adaptive neighborhood filtering of images corrupted by signal-dependent noise
    • R. M. Rangayyan, M. Ciuc, and F. Faghih, "Adaptive neighborhood filtering of images corrupted by signal-dependent noise," Appl. Opt., vol. 37. no. 20, pp. 4477-4487, 1998.
    • (1998) Appl. Opt. , vol.37 , Issue.20 , pp. 4477-4487
    • Rangayyan, R.M.1    Ciuc, M.2    Faghih, F.3
  • 24
    • 0033318682 scopus 로고    scopus 로고
    • Reliably estimating the speckle noise from SAR data
    • B. Aiazzi, L. Alparone, and S. Baronti, "Reliably estimating the speckle noise from SAR data," in Proc. IGARSS, 1999, pp. 1546-1548.
    • (1999) Proc. IGARSS , pp. 1546-1548
    • Aiazzi, B.1    Alparone, L.2    Baronti, S.3
  • 25
    • 0032208574 scopus 로고    scopus 로고
    • Analysis of speckle noise contribution on wavelet decomposition of SAR images
    • Nov.
    • M. Simard, G. DeGrandi, K. P. B. Thomson, and G. B. Bénié, "Analysis of speckle noise contribution on wavelet decomposition of SAR images," IEEE Trans. Geosci. Remote Sensing, vol. 36, pp. 1953-1962, Nov. 1998.
    • (1998) IEEE Trans. Geosci. Remote Sensing , vol.36 , pp. 1953-1962
    • Simard, M.1    Degrandi, G.2    Thomson, K.P.B.3    Bénié, G.B.4
  • 26
    • 0035306588 scopus 로고    scopus 로고
    • Toward edge sharpening: A SAR speckle filtering algorithm
    • Apr.
    • Y. Dong, A. K. Milne, and B. C. Forster, "Toward edge sharpening: A SAR speckle filtering algorithm," IEEE Trans. Geosci. Remote Sensing, vol. 39, pp. 851-863, Apr. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sensing , vol.39 , pp. 851-863
    • Dong, Y.1    Milne, A.K.2    Forster, B.C.3
  • 27
    • 0034272146 scopus 로고    scopus 로고
    • Model-based despeckling and information extraction from SAR images
    • Sept.
    • M. Walessa and M. Datcu, "Model-based despeckling and information extraction from SAR images," IEEE Trans. Geosci. Remote Sensing, vol. 38. pp. 2258-2269, Sept. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sensing , vol.38 , pp. 2258-2269
    • Walessa, M.1    Datcu, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.