4.12.3 Radar, Speckle Analysis and Removal, Speckle Reduction, Despeckle

Chapter Contents (Back)
Speckle. Radar. Noise Removal.

Goodman, J.W.,
Some Fundamental Properties of Speckle,
JOSA(66), November 1976, pp. 1145-1149. BibRef 7611

Shankar, P.M., Gupta, H.M.,
Image Detection in the Presence of Speckle,
PIEEE(67), 1979, pp. 326-328. BibRef 7900

Lee, J.S.,
Speckle Analysis and Smoothing of Synthetic Aperture Radar Images,
CGIP(17), No. 1, September 1981, pp. 24-32.
WWW Version. BibRef 8109

Lee, J.S.,
A Simple Speckle Smoothing Algorithm for Synthetic Aperture Radar Images,
SMC(13), 1983, pp. 85-89. See also Digital Image Smoothing and the Sigma Filter. BibRef 8300

Lee, J.S., Grunes, M.R., de Grandi, G.,
Polarimetric SAR Speckle Filtering and Its Implication for Classification,
GeoRS(37), No. 5, September 1999, pp. 2363.
IEEE Top Reference. BibRef 9909

Limb, J.S., and Nawab, H.,
Techniques for Speckle Noise Removal,
OptEng(20), May/June 1981, pp. 472-480. BibRef 8105

Kuan, D.T., Sawchuk, A.A., Strand, T.C., and Chavel, P.,
Discrete Speckle Modeling and Restoration,
JOSA(71), December 1981, pp. 1585-1586. BibRef 8112

Frost, V.S., Stiles, J.A., Shanmugan, K.S., and Holtzman, J.C.,
A Model for Radar Images and Its Application to Adaptive Digital Filtering for Multiplicative Noise,
PAMI(4), No. 2, March 1982, pp. 157-166. BibRef 8203

Baraldi, A., Parmiggiani, F.,
An Alternative Form of the Lee Filter for Speckle Suppression in SAR Images,
GMIP(57), No. 1, 1995, pp. 75-yy. See also Simple Speckle Smoothing Algorithm for Synthetic Aperture Radar Images, A. BibRef 9500

Wakabayashi, H., Arai, K.,
A Method of Speckle Noise-Reduction for SAR Data,
JRS(17), No. 10, July 10 1996, pp. 1837-1849. 9607
BibRef

Beauchemin, M., Thomson, K.P.B., Edwards, G.,
Edge-Detection and Speckle Adaptive Filtering for SAR Images Based on a 2nd-Order Textural Measure,
JRS(17), 1996, pp. 1751-xx. BibRef 9600
And: Correction: JRS(17), No. 16, November 10 1996, pp. 3319-3319. 9611
BibRef

Paler, K., Crennell, K.M., Kittler, J.V., Dobbins, B.N., Button, B.L., Wykes, C.,
Identification of Fringe Minima in Electronic Speckle Pattern Images,
PRL(6), 1987, pp. 33-44. BibRef 8700

Bovik, A.C.,
On Detecting Edges in Speckle Imagery,
ASSP(36), 1988, pp. 1618-1627. BibRef 8800

Ramponi, G., Moloney, C.,
Smoothing Speckled Images Using an Adaptive Rational Operator,
SPLetters(4), No. 3, March 1997, pp. 68-71.
IEEE Top Reference. 9703
BibRef

Hirosawa, H.,
Features Observed in Images with Speckle,
GeoRS(35), No. 3, May 1997, pp. 791-792.
IEEE Top Reference. 9706
BibRef

Dekker, R.J.,
Speckle Filtering in Satellite SAR Change Detection Imagery,
JRS(19), No. 6, April 1998, pp. 1133-1146. 9805
BibRef

Simard, M., de Grandi, G., Thomson, K.P.B., Benie, G.B.,
Analysis of Speckle Noise Contribution on Wavelet Decomposition of SAR Images,
GeoRS(36), No. 6, November 1998, pp. 1953.
IEEE Top Reference. BibRef 9811

Moulin, P.[Pierre],
A wavelet regularization method for diffuse radar-target imaging and speckle-noise reduction,
JMIV(3), No. 1, 1993, pp. 123-134. BibRef 9300

Thelen, B.J.[Brian J.], Paxman, R.G.[Richard G.], Carrara, D.A.[David A.], Seldin, J.H.[John H.],
Maximum a posteriori estimation of fixed aberrations, dynamic aberrations, and the object from phase-diverse speckle data,
JOSA-A(16), No. 5, May 1999, pp. 1016-1025. BibRef 9905

Xu, P.L.[Pei-Liang],
Despeckling SAR-type multiplicative noise,
JRS(20), No. 13, September 1999, pp. 2577. BibRef 9909

Park, J.M., Song, W.J., Pearlman, W.A.,
Speckle filtering of SAR images based on adaptive windowing,
VISP(146), No. 4, 1999, pp. 191. BibRef 9900

Collins, M.J., Wiebe, J., Clausi, D.,
The Effect of Speckle Filtering on Scale-Dependent Texture Estimation of a Forested Scene,
GeoRS(38), No. 3, May 2000, pp. 1160-1170.
IEEE Top Reference. 0006
BibRef

Walessa, M., Datcu, M.,
Model-Based Despeckling and Information Extraction from SAR Images,
GeoRS(38), No. 5, September 2000, pp. 2258-2269.
IEEE Top Reference. 0010
BibRef

Gleich, D., Datcu, M.,
Gauss-Markov Model for Wavelet-Based SAR Image Despeckling,
SPLetters(13), No. 6, June 2006, pp. 365-368.
IEEE DOI Link 0606
BibRef

Gleich, D., Datcu, M.,
Wavelet-Based SAR Image Despeckling and Information Extraction, Using Particle Filter,
IP(18), No. 10, October 2009, pp. 2167-2184.
IEEE DOI Link 0909
BibRef

Gleich, D., Datcu, M.,
Wavelet-Based Despeckling of SAR Images Using Gauss-Markov Random Fields,
GeoRS(45), No. 12, December 2007, pp. 4127-4143.
IEEE DOI Link 0711
BibRef

Frulla, L.A., Milovich, J.A., Gagliardini, D.A.,
Automatic computation of speckle standard deviation in SAR images,
JRS(21), No. 15, October 2000, pp. 2883-2900. 0010
BibRef

North, H.C., Yu, Q.X.,
An Edge-Preserving Filter for Imagery Corrupted with Multiplicative Noise,
PhEngRS(67), No. 1, January 2001, pp. 57-64. Speckle noise in SAR data is reduced, and yet feature boundaries are retained. 0101
BibRef

Dong, Y.H., Milne, A.K., Forster, B.C.,
Toward Edge Sharpening: A SAR Speckle Filtering Algorithm,
GeoRS(39), No. 4, April 2001, pp. 851-863.
IEEE Top Reference. 0105
BibRef

Capstick, D., Harris, R.,
The effects of speckle reduction on classification of ERS SAR data,
JRS(22), No. 18, December 2001, pp. 3627-3641. 0201
BibRef

Belhadj, Z., Jebara, S.B.[S. Ben],
Adaptive speckle reduction using combined multiresolution analysis and prediction technique,
JRS(23), No. 11, June 2002, pp. 2263-2282.
WWW Version. 0206
BibRef

Delignon, Y., Pieczynski, W.,
Modeling non-rayleigh speckle distribution in SAR images,
GeoRS(40), No. 6, June 2002, pp. 1430-1435.
IEEE Top Reference. 0208
BibRef

Hsieh, C.Y.,
Polarimetric surface scattering omnidirectionally from distributed target,
JRS(23), No. 12, June 2002, pp. 2359-2377. 0208
BibRef

Franceschetti, G., Iodice, A., Riccio, D.,
A canonical problem in electromagnetic backscattering from buildings,
GeoRS(40), No. 8, August 2002, pp. 1787-1801.
IEEE Top Reference. 0210
BibRef

Gabriel, A.K.,
A simple model for SAR azimuth speckle, focusing, and interferometric decorrelation,
GeoRS(40), No. 8, August 2002, pp. 1885-1889.
IEEE Top Reference. 0210
BibRef

Yu, Y.[Yongjian], Acton, S.T.,
Speckle reducing anisotropic diffusion,
IP(11), No. 11, November 2002, pp. 1260-1270.
IEEE DOI Link 0301
BibRef

Xie, H.[Hua], Pierce, L.E., Ulaby, F.T.,
SAR speckle reduction using wavelet denoising and markov random field modeling,
GeoRS(40), No. 10, October 2002, pp. 2196-2212.
IEEE Top Reference. 0301
BibRef

Argenti, F., Alparone, L.,
Speckle removal from SAR images in the undecimated wavelet domain,
GeoRS(40), No. 11, November 2002, pp. 2363-2374.
IEEE Top Reference. 0301
BibRef

Bianchi, T., Argenti, F., Alparone, L.,
Segmentation-Based MAP Despeckling of SAR Images in the Undecimated Wavelet Domain,
GeoRS(46), No. 9, September 2008, pp. 2728-2742.
IEEE DOI Link 0810
BibRef

Argenti, F., Bianchi, T., Alparone, L.[Luciano],
Multiresolution MAP Despeckling of SAR Images Based on Locally Adaptive Generalized Gaussian pdf Modeling,
IP(15), No. 11, November 2006, pp. 3385-3399.
IEEE DOI Link 0610
BibRef

Alparone, L.[Luciano], Argenti, T., Aiazzi, B.[Bruno], Baronti, S.[Stefano],
Multiresolution approaches to adaptive speckle reduction in synthetic aperture radar images,
ICIP03(I: 109-112).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Touzi, R.,
A review of speckle filtering in the context of estimation theory,
GeoRS(40), No. 11, November 2002, pp. 2392-2404.
IEEE Top Reference. 0301
BibRef

Achim, A., Tsakalides, P., Bezerianos, A.,
SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling,
GeoRS(41), No. 8, August 2003, pp. 1773-1784.
IEEE Abstract. IEEE Top Reference. 0308
BibRef

Achim, A., Kuruoglu, E.E., Zerubia, J.,
SAR Image Filtering Based on the Heavy-Tailed Rayleigh Model,
IP(15), No. 9, August 2006, pp. 2686-2693.
IEEE DOI Link 0608
BibRef

Lee, J.S.[Jong-Sen], Cloude, S.R., Papathanassiou, K.P., Grunes, M.R., Woodhouse, I.H.,
Speckle filtering and coherence estimation of polarimetric SAR interferometry data for forest applications,
GeoRS(41), No. 10, October 2003, pp. 2254-2263.
IEEE Abstract. IEEE Top Reference. 0310
BibRef

López Martínez, C.[Carlos], Fabregas, X.[Xavier],
Polarimetric SAR Speckle Noise Model,
GeoRS(41), No. 10, October 2003, pp. 2232-2242.
IEEE Abstract. IEEE Top Reference. 0310
See also Modeling and reduction of SAR Interferometric phase noise in the wavelet domain. BibRef

López Martínez, C.[Carlos], Fabregas, X.[Xavier], Pottier, E.[Eric],
Multidimensional Speckle Noise Model,
JASP(2005), No. 20, 2005, pp. 3259-3271.
WWW Version. 0603
BibRef

Sveinsson, J.R., Benediktsson, J.A.,
Almost translation invariant wavelet transformations for speckle reduction of SAR images,
GeoRS(41), No. 10, October 2003, pp. 2404-2408.
IEEE Abstract. IEEE Top Reference. 0310
BibRef

Wang, B.[Bin], Zhang, L.M.[Li-Ming],
Automated removal of ghost noise from SAR images using wavelet packet transform,
GeoRS(41), No. 10, October 2003, pp. 2409-2414.
IEEE Abstract. IEEE Top Reference. 0310
BibRef

Fujita, M., Nakamura, S.,
Target decomposition analysis of SIR-C imagery for characterization of scattering mechanisms and their dependence on observation parameters,
GeoRS(41), No. 12, December 2003, pp. 2721-2724.
IEEE Abstract. IEEE Top Reference. 0402
BibRef

Solbo, S., Eltoft, T.,
Homomorphic Wavelet-Based Statistical Despeckling of SAR Images,
GeoRS(42), No. 4, April 2004, pp. 711-721.
IEEE Abstract. IEEE Top Reference. 0407
BibRef

Bertaux, N.[Nicolas], Frauel, Y.[Yann], Réfrégier, P.[Philippe], Javidi, B.[Bahram],
Speckle removal using a maximum-likelihood technique with isoline gray-level regularization,
JOSA-A(21), No. 12, December 2004, pp. 2283-2291.
WWW Version. 0501
BibRef

Ouchi, K., Wang, H.,
Interlook Cross-Correlation Function of Speckle in SAR Images of Sea Surface Processed With Partially Overlapped Subapertures,
GeoRS(43), No. 4, April 2005, pp. 695-701.
IEEE Abstract. IEEE Top Reference. 0501
BibRef

Guo, X., Sun, H., Yeo, T.S.,
Transient Interference Excision in Over-the-Horizon Radar Using Adaptive Time-Frequency Analysis,
GeoRS(43), No. 4, April 2005, pp. 722-735.
IEEE Abstract. IEEE Top Reference. 0501
BibRef

Guo, X., Sun, H., Yeo, T.S.,
Interference Cancellation for High-Frequency Surface Wave Radar,
GeoRS(46), No. 7, July 2008, pp. 1879-1891.
IEEE DOI Link 0806
BibRef

Gnanadurai, D., Sadasivam, V.,
Undecimated wavelet based speckle reduction for SAR images,
PRL(26), No. 6, 1 May 2005, pp. 793-800.
WWW Version. 0501
BibRef

Mastriani, M., Giraldez, A.E.,
Smoothing of Coefficients in Wavelet Domain for Speckle Reduction in Synthetic Aperture Radar Images,
GVIP(05), No. V6, 2005, pp. 1-8
HTML Version. BibRef 0500

Lee, J.S., Grunes, M.R., Schuler, D.L., Pottier, E., Ferro-Famil, L.,
Scattering-Model-Based Speckle Filtering of Polarimetric SAR Data,
GeoRS(44), No. 1, January 2006, pp. 176-187.
IEEE DOI Link 0601
BibRef

Donelli, M., Franceschini, G., Martini, A., Massa, A.,
An Integrated Multiscaling Strategy Based on a Particle Swarm Algorithm for Inverse Scattering Problems,
GeoRS(44), No. 2, February 2006, pp. 298-312.
IEEE DOI Link 0602
BibRef

Franceschini, G., Donelli, M., Azaro, R., Massa, A.,
Inversion of Phaseless Total Field Data Using a Two-Step Strategy Based on the Iterative Multiscaling Approach,
GeoRS(44), No. 12, December 2006, pp. 3527-3539.
IEEE DOI Link 0701
See also Three-Dimensional Microwave Imaging Problems Solved Through an Efficient Multiscaling Particle Swarm Optimization. BibRef

Zhong, Z.,
Influence of high-resolution processing on background noise distribution in ship-borne radar,
VISP(153), No. 3, June 2006, pp. 388-394.
WWW Version. 0608
BibRef

Papic, V.D., Djurovic, Z.M., Kovacevic, B.D.,
Adaptive Doppler-Kalman filter for radar systems,
VISP(153), No. 3, June 2006, pp. 379-387.
WWW Version. 0608
BibRef

Aja-Fernandez, S., Alberola-Lopez, C.,
On the Estimation of the Coefficient of Variation for Anisotropic Diffusion Speckle Filtering,
IP(15), No. 9, August 2006, pp. 2694-2701.
IEEE DOI Link 0608
BibRef

Lankoande, O.[Ousseini], Hayat, M.M.[Majeed M.], Santhanam, B.[Balu],
Scene estimation from speckled synthetic aperture radar imagery: Markov-random-field approach,
JOSA-A(23), No. 6, June 2006, pp. 1269-1281.
WWW Version. 0610
BibRef
Earlier:
Speckle Modeling and Reduction in Synthetic Aperture Radar Imagery,
ICIP05(III: 317-320).
IEEE DOI Link 0512
BibRef

Cameron, W.L., Rais, H.,
Conservative Polarimetric Scatterers and Their Role in Incorrect Extensions of the Cameron Decomposition,
GeoRS(44), No. 12, December 2006, pp. 3506-3516.
IEEE DOI Link 0701
BibRef

Fornaro, G., Serafino, F.,
Imaging of Single and Double Scatterers in Urban Areas via SAR Tomography,
GeoRS(44), No. 12, December 2006, pp. 3497-3505.
IEEE DOI Link 0701
BibRef

Fornaro, G., Reale, D., Serafino, F.,
Four-Dimensional SAR Imaging for Height Estimation and Monitoring of Single and Double Scatterers,
GeoRS(47), No. 1, January 2009, pp. 224-237.
IEEE DOI Link 0901
BibRef

Lopez-Martinez, C., Pottier, E.,
On the Extension of Multidimensional Speckle Noise Model From Single-Look to Multilook SAR Imagery,
GeoRS(45), No. 2, February 2007, pp. 305-320.
IEEE DOI Link 0703
BibRef

Greco, M.S., Gini, F.,
Statistical Analysis of High-Resolution SAR Ground Clutter Data,
GeoRS(45), No. 3, March 2007, pp. 566-575.
IEEE DOI Link 0703
BibRef

Krissian, K.[Karl], Westin, C.F.[Carl-Fredrik], Kikinis, R.[Ron], Vosburgh, K.G.[Kirby G.],
Oriented Speckle Reducing Anisotropic Diffusion,
IP(16), No. 5, May 2007, pp. 1412-1424.
IEEE DOI Link 0704
BibRef

Axelsson, S.R.J.[Sune R. J.],
Random Noise Radar/Sodar With Ultrawideband Waveforms,
GeoRS(45), No. 5, May 2007, pp. 1099-1114.
IEEE DOI Link 0704
BibRef

Li, L.L.[Lian-Lin], Li, F.[Fang],
SAR Imaging Degradation by Ionospheric Irregularities Based on TFTPCF Analysis,
GeoRS(45), No. 5, May 2007, pp. 1123-1130.
IEEE DOI Link 0704
BibRef

Barducci, A., Guzzi, D., Marcoionni, P., Pippi, I.,
Assessing Noise Amplitude in Remotely Sensed Images Using Bit-Plane and Scatterplot Approaches,
GeoRS(45), No. 8, August 2007, pp. 2665-2675.
IEEE DOI Link 0709
BibRef

Zhang, Z., Xing, M., Ding, J., Bao, Z.,
Focusing Parallel Bistatic SAR Data Using the Analytic Transfer Function in the Wavenumber Domain,
GeoRS(45), No. 11, November 2007, pp. 3633-3645.
IEEE DOI Link 0709
BibRef

Maycock, J.[Jonathan], Hennelly, B.M.[Bryan M.], McDonald, J.B.[John B.], Frauel, Y.[Yann], Castro, A.[Albertina], Javidi, B.[Bahram], Naughton, T.J.[Thomas J.],
Reduction of speckle in digital holography by discrete Fourier filtering,
JOSA-A(24), No. 6, June 2007, pp. 1617-1622.
WWW Version. 0801
BibRef
Earlier:
Speckle reduction using the discrete Fourier filtering technique,
IMVIP07(201-201).
IEEE DOI Link 0709
BibRef

Gupta, K.K.[Karunesh K.], Gupta, R.[Rajiv],
Despeckle and geographical feature extraction in SAR images by wavelet transform,
PandRS(62), No. 6, December 2007, pp. 473-484.
WWW Version. 0711
Despeckle; Speckle models; Wavelet transform; Multiscale analysis; Ribbon-like structure BibRef

Solbo, S., Eltoft, T.,
A Stationary Wavelet-Domain Wiener Filter for Correlated Speckle,
GeoRS(46), No. 4, April 2008, pp. 1219-1230.
IEEE DOI Link 0803
BibRef

Rajan, J.[Jeny], Kannan, K., Kaimal, M.R.,
An Improved Hybrid Model for Molecular Image Denoising,
JMIV(31), No. 1, May 2008, pp. xx-yy.
Springer DOI Link 0804
BibRef
Earlier: A1, A3, Only:
Speckle Reduction in Images with WEAD and WECD,
ICCVGIP06(184-193).
Springer DOI Link 0612
BibRef

Li, Z.W., Ding, X.L., Zheng, D.W., Huang, C.,
Least Squares-Based Filter for Remote Sensing Image Noise Reduction,
GeoRS(46), No. 7, July 2008, pp. 2044-2049.
IEEE DOI Link 0806
BibRef

Subrahmanyam, G.R.K.S., Rajagopalan, A.N., Aravind, R.,
A Recursive Filter for Despeckling SAR Images,
IP(17), No. 10, October 2008, pp. 1969-1974.
IEEE DOI Link 0809
See also Importance Sampling Kalman Filter for Image Estimation. BibRef

Lopez-Martinez, C., Fabregas, X.,
Model-Based Polarimetric SAR Speckle Filter,
GeoRS(46), No. 11, November 2008, pp. 3894-3907.
IEEE DOI Link 0812
BibRef

Tom, W.J., Ponticorvo, A., Dunn, A.K.,
Efficient Processing of Laser Speckle Contrast Images,
MedImg(27), No. 12, December 2008, pp. 1728-1738.
IEEE DOI Link 0812
BibRef

Amirmazlaghani, M., Amindavar, H., Moghaddamjoo, A.,
Speckle Suppression in SAR Images Using the 2-D GARCH Model,
IP(18), No. 2, February 2009, pp. 250-259.
IEEE DOI Link 0901
BibRef

Lee, J.S., Wen, J.H., Ainsworth, T.L., Chen, K.S., Chen, A.J.,
Improved Sigma Filter for Speckle Filtering of SAR Imagery,
GeoRS(47), No. 1, January 2009, pp. 202-213.
IEEE DOI Link 0901
BibRef

Huang, S.Q.[Shi-Qi], Liu, D.Z.[Dai-Zhi], Gao, G.Q.[Gui-Qing], Guo, X.J.[Xi-Jian],
A novel method for speckle noise reduction and ship target detection in SAR images,
PR(42), No. 7, July 2009, pp. 1533-1542.
Elsevier DOI Link
WWW Version. 0903
SAR image; Speckle noise; Reduction noise; Coherence; Target detection BibRef

Denis, L., Tupin, F., Darbon, J., Sigelle, M.,
SAR Image Regularization With Fast Approximate Discrete Minimization,
IP(18), No. 7, July 2009, pp. 1588-1600.
IEEE DOI Link 0906
See also Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. BibRef

Hebar, M., Gleich, D., Cucej, Z.,
Autobinomial Model for SAR Image Despeckling and Information Extraction,
GeoRS(47), No. 8, August 2009, pp. 2818-2835.
IEEE DOI Link 0907
BibRef

Balz, T., Stilla, U.,
Hybrid GPU-Based Single- and Double-Bounce SAR Simulation,
GeoRS(47), No. 10, October 2009, pp. 3519-3529.
IEEE DOI Link 0910
BibRef


Zhang, W.[Wen], Wong, A.[Alexander], Clausi, D.A.[David A.],
JEDI: Adaptive Stochastic Estimation for Joint Enhancement and Despeckling of Images for SAR,
CRV09(101-107).
IEEE DOI Link 0905
BibRef

Schmitt, A., Wessel, B., Roth, A.,
Curvelet Approach for SAR Image Denoising, Structure Enhancement, and Change Detection,
CMRT09(151-156).
PDF Version. 0909
BibRef

Ibrahim, W.[Walid], El-Sakka, M.R.[Mahmoud R.],
Coefficient-Tracking Speckle Reducing Anisotropic Diffusion,
ICIAR09(136-145).
Springer DOI Link 0907
BibRef

Xu, K.[Kaiyu], Shi, C.[Chaojian],
Vision enhancement system for SAR based on infrared video,
IASP09(196-199).
IEEE DOI Link 0904
BibRef

Subrahmanyam, G.R.K.S., Rajagopalan, A.N., Aravind, R., Rigoll, G.[Gerhard],
Edge-preserving unscented Kalman filter for speckle reduction,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Gu, H.[Huan], Zhang, G.[Guo], Yan, J.[Jun],
An Insitu Single-pointed Wavelet-Based Method for Noise Reduction in SAR Images,
ISPRS08(B1: 337 ff).
PDF Version. 0807
BibRef

Wu, Y.D.[Ying-Dan], Yuan, X.X.[Xiu-Xiao],
Wavelet Speckle Reduction for SAR Imagery Based on Edge Detection,
ISPRS08(B1: 117 ff).
PDF Version. 0807
BibRef

Xing, S.[Shuai], Ma, D.Y.[Dong-Yang],
Speckle Denoising Based on Bivariate Shrinkage Functions and Dual-Tree Complex Wavelet Transform,
ISPRS08(B1: 157 ff).
PDF Version. 0807
BibRef

Fritz, J.[Jason], Tabb, M.[Mark], Chandrasekar, V.,
Enhancements of an Adaptive Neighborhood Speckle Filtering Algorithm to Improve Analysis of Polarimetric SAR Imagery,
Southwest08(81-84).
IEEE DOI Link 0803
BibRef

Kragh, T.J., Kharbouch, A.A.,
Monotonic Iterative Algorithms for SAR Image Restoration,
ICIP06(645-648). 0610

IEEE DOI Link BibRef

Aysal, T.C., Barner, K.E.,
Despeckling Utilizing M-Estimators,
ICIP06(1445-1448). 0610

IEEE DOI Link BibRef

Yu, Y.[Yongjian], Yadegar, J.,
Regularized Speckle Reducing Anisotropic Diffusion for Feature Characterization,
ICIP06(1577-1580). 0610

IEEE DOI Link BibRef

Rosiles, J.G., Smith, M.J.T., Mersereau, R.M.,
SAR Image Speckle Removal using Bamberger Pyramids,
ICIP06(2345-2348). 0610

IEEE DOI Link BibRef

Jin, H.Y.[Hai-Yan], Jiao, L.C.[Li-Cheng], Liu, F.[Fang],
A Method of Reducing Speckle Noise of SAR Images Based on Wavelets and Wedgelet HMT Models,
ICPR06(III: 635-638).
WWW Version. 0609
BibRef

Ng, E.H.O.[Edmund Hui-On], Wong, K.T.[Kainam Thomas], Chi, J., Lam, L.[Ling],
Speckle-Noise Reduction via 'Rotated Elliptical-Thresholding' in an Homomorphic Complex-Wavelet Domain,
ICIP05(III: 585-588).
IEEE DOI Link 0512
BibRef

Serir, A., Belouchrani, A.,
Multiplicative multiresolution decomposition for 2D signals: application to speckle reduction in sar images,
ICIP04(I: 657-660).
IEEE DOI Link 0505
BibRef

Tauber, C., Batatia, H., Ayache, A.,
A robust speckle reducing anisotropic diffusion,
ICIP04(I: 247-250).
IEEE DOI Link 0505
BibRef

Eom, K.B.,
Robust facet model for application to speckle noise removal,
ICPR04(II: 695-698).
IEEE DOI Link 0409
BibRef

Eom, K.B.,
Speckle noise removal by robust modeling,
ICIP03(III: 165-168).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

de Grandi, G., Lee, J.S.[Jong-Sen], Schuler, D., Nezry, E.,
Texture and speckle statistics in polarimetric SAR synthesized images,
GeoRS(41), No. 9, September 2003, pp. 2070-2088.
IEEE Abstract. IEEE Top Reference. 0310
BibRef

Medeiros, F.N.S., Mascarenhas, N.D.A., Marques, R.C.P., Laprano, C.M.,
Edge preserving wavelet speckle filtering,
Southwest02(281-285).
IEEE Top Reference. 0208
BibRef

Pizurica, A., Philips, W., Lemahieu, I., Acheroy, M.,
Despeckling SAR Images Using Wavelets and a New Class of Adaptive Shrinkage Estimators,
ICIP01(II: 233-236).
IEEE Abstract. IEEE Top Reference. 0108
See also Image Denoising Using Mixtures of Projected Gaussian Scale Mixtures. BibRef

Duskunovic, I., Stippel, G., Pizurica, A., Philips, W., Lemahieu, I.,
A New Restoration Method and Its Application to Speckle Images,
ICIP00(Vol III: 273-276).
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Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Interferometric SAR Analysis, InSAR, IFSAR, ISAR .


Last update:Nov 16, 2009 at 19:35:14