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

Chapter Contents (Back)
Speckle. Despeckle. Speckle Reduction. 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.
Elsevier DOI 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

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.A.,
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 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 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 0711
BibRef

Gleich, D., Datcu, M.,
Despeckling and Information Extraction From SLC SAR Images,
GeoRS(52), No. 8, August 2014, pp. 4633-4649.
IEEE DOI 1403
Bayes methods BibRef

Molina, D.E.[D. Espinoza], Gleich, D., Datcu, M.,
Evaluation of Bayesian Despeckling and Texture Extraction Methods Based on Gauss-Markov and Auto-Binomial Gibbs Random Fields: Application to TerraSAR-X Data,
GeoRS(50), No. 5, May 2012, pp. 2001-2025.
IEEE DOI 1202
BibRef
Earlier: A1, A3, A2:
Cramer-Rao Bound-Based Evaluation of Texture Extraction from SAR Images,
WSSIP09(1-4).
IEEE DOI 0906
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 Link. 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

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 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 0810
BibRef

Lapini, A., Bianchi, T., Argenti, F., Alparone, L.,
Blind Speckle Decorrelation for SAR Image Despeckling,
GeoRS(52), No. 2, February 2014, pp. 1044-1058.
IEEE DOI 1402
decorrelation 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 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 DOI 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. 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 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. 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. 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 Link. 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. 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. 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. 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. 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 Link. 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. 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. 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 0806
BibRef

Gnanadurai, D., Sadasivam, V.,
Undecimated wavelet based speckle reduction for SAR images,
PRL(26), No. 6, 1 May 2005, pp. 793-800.
Elsevier DOI 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 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 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 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.
DOI Link 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 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 Link. 0610
BibRef
Earlier:
Speckle Modeling and Reduction in Synthetic Aperture Radar Imagery,
ICIP05(III: 317-320).
IEEE DOI 0512
See also SAR-Based Vibration Estimation Using the Discrete Fractional Fourier Transform. BibRef

Liu, W.J.[Wen-Jing], Santhanam, B.[Balu],
Wideband image demodulation via bi-dimensional multirate frequency transformations,
JOSA-A(33), No. 9, September 2016, pp. 1668-1678.
DOI Link 1609
Digital image processing; Image analysis 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 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 0701
BibRef

de Maio, A., Fornaro, G., Pauciullo, A.,
Detection of Single Scatterers in Multidimensional SAR Imaging,
GeoRS(47), No. 7, July 2009, pp. 2284-2297.
IEEE DOI 0906
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 0901
BibRef

Reale, D., Fornaro, G., Pauciullo, A.,
Extension of 4-D SAR Imaging to the Monitoring of Thermally Dilating Scatterers,
GeoRS(51), No. 12, 2013, pp. 5296-5306.
IEEE DOI 1312
geophysical image processing 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 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 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 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 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 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 0709
BibRef

Xu, G.[Gang], Xing, M.D.[Meng-Dao], Zhang, L.[Lei], Bao, Z.[Zheng],
Robust Autofocusing Approach for Highly Squinted SAR Imagery Using the Extended Wavenumber Algorithm,
GeoRS(51), No. 10, 2013, pp. 5031-5046.
IEEE DOI 1311
airborne radar 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.
Elsevier DOI 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 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 0804
BibRef
Earlier: A1, A3, Only:
Speckle Reduction in Images with WEAD and WECD,
ICCVGIP06(184-193).
Springer DOI 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 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 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 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 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 0901
BibRef

Amirmazlaghani, M., Amindavar, H.,
Two Novel Bayesian Multiscale Approaches for Speckle Suppression in SAR Images,
GeoRS(48), No. 7, July 2010, pp. 2980-2993.
IEEE DOI 1007
BibRef

Amirmazlaghani, M.[Maryam], Amindavar, H.[Hamidreza],
Wavelet domain Bayesian processor for speckle removal in medical ultrasound images,
IET-IPR(6), No. 5, 2012, pp. 580-588.
DOI Link 1210
BibRef
Earlier:
A novel wavelet domain statistical approach for denoising SAR images,
ICIP09(3861-3864).
IEEE DOI 0911
BibRef

Amirmazlaghani, M., Amindavar, H.,
A Novel Sparse Method for Despeckling SAR Images,
GeoRS(50), No. 12, December 2012, pp. 5024-5032.
IEEE DOI 1212
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 0901
BibRef

Wang, Y., Ainsworth, T.L., Lee, J.S.,
Application of Mixture Regression for Improved Polarimetric SAR Speckle Filtering,
GeoRS(55), No. 1, January 2017, pp. 453-467.
IEEE DOI 1701
feature extraction BibRef

Lee, J.S.[Jong-Sen], Ainsworth, T.L., Wang, Y.T.[Yan-Ting], Chen, K.S.[Kun-Shan],
Polarimetric SAR Speckle Filtering and the Extended Sigma Filter,
GeoRS(53), No. 3, March 2015, pp. 1150-1160.
IEEE DOI 1402
geophysical signal processing 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 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 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 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 0910
BibRef

Rosiles, J.G.[Jose Gerardo], Smith, M.J.T.[Mark J.T.],
Multichannel Texture Segmentation Using Bamberger Pyramids,
JIVP(2009), No. 2009, pp. xx-yy.
DOI Link 1002
BibRef

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

Buemi, M.E.[Maria Elena], Jacobo, J.[Julio], Mejail, M.[Marta],
SAR image processing using adaptive stack filter,
PRL(31), No. 4, 1 March 2010, pp. 307-314.
Elsevier DOI 1002
Stack filters; Synthetic aperture radar; Speckle; Classification BibRef

Buemi, M.E.[María E.], Mejail, M.[Marta], Jacobo, J.[Julio], Frery, A.C.[Alejandro C.], Ramos, H.S.[Heitor S.],
Assessment of SAR Image Filtering Using Adaptive Stack Filters,
CIARP11(89-96).
Springer DOI 1111
BibRef

Ranjani, J.J., Thiruvengadam, S.J.,
Dual-Tree Complex Wavelet Transform Based SAR Despeckling Using Interscale Dependence,
GeoRS(48), No. 6, June 2010, pp. 2723-2731.
IEEE DOI 1006
BibRef

Chen, J., Chen, Y., An, W., Cui, Y., Yang, J.,
Nonlocal Filtering for Polarimetric SAR Data: A Pretest Approach,
GeoRS(49), No. 5, May 2011, pp. 1744-1754.
IEEE DOI 1105
BibRef

Feng, H., Hou, B., Gong, M.,
SAR Image Despeckling Based on Local Homogeneous-Region Segmentation by Using Pixel-Relativity Measurement,
GeoRS(49), No. 7, July 2011, pp. 2724-2737.
IEEE DOI 1107
BibRef

Li, Y.[Ying], Gong, H.L.[Hong-Li], Feng, D.[Dagan], Zhang, Y.N.[Yan-Ning],
An Adaptive Method of Speckle Reduction and Feature Enhancement for SAR Images Based on Curvelet Transform and Particle Swarm Optimization,
GeoRS(49), No. 8, August 2011, pp. 3105-3116.
IEEE DOI 1108
BibRef

Zhang, S.X.[Shuang-Xi], Xing, M.D.[Meng-Dao], Guo, R.[Rui], Zhang, L.[Lei], Bao, Z.[Zheng],
Interference Suppression Algorithm for SAR Based on Time-Frequency Transform,
GeoRS(49), No. 10, October 2011, pp. 3765-3779.
IEEE DOI 1110
BibRef

Meric, S., Fayard, F., Pottier, E.,
A Multiwindow Approach for Radargrammetric Improvements,
GeoRS(49), No. 10, October 2011, pp. 3803-3810.
IEEE DOI 1110
BibRef

Dai, J.W.[Jun-Wen], Jin, Y.Q.[Ya-Qiu],
Scattering Simulation and Reconstruction of a 3-D Complex Target Using Downward-Looking Step-Frequency Radar,
GeoRS(49), No. 10, October 2011, pp. 4035-4047.
IEEE DOI 1110
Radar, backscatter, rough ground BibRef

Parrilli, S., Poderico, M., Angelino, C.V., Verdoliva, L.,
A Nonlocal SAR Image Denoising Algorithm Based on LLMMSE Wavelet Shrinkage,
GeoRS(50), No. 2, February 2012, pp. 606-616.
IEEE DOI 1201
BibRef

Woo, H., Yun, S.,
Alternating Minimization Algorithm for Speckle Reduction With a Shifting Technique,
IP(21), No. 4, April 2012, pp. 1701-1714.
IEEE DOI 1204
BibRef

Zhang, P.[Peng], Li, M.[Ming], Wu, Y.[Yan], Gan, L.[Lu], Wang, F.[Fan], Xiao, P.[Ping],
An Improved Particle Filter Algorithm Based on Markov Random Field Modeling in Stationary Wavelet Domain for SAR Image Despeckling,
PRL(33), No. 10, 15 July 2012, pp. 1316-1328.
Elsevier DOI 1205
SAR image despeckling; SWT-GGD; Weight selection of particle; MRF-PF; Region-divided processing BibRef

Jia, L., Li, M.[Ming], Zhang, P.[Peng], Wu, Y.[Yan],
SAR Image Change Detection Based on Correlation Kernel and Multistage Extreme Learning Machine,
GeoRS(54), No. 10, October 2016, pp. 5993-6006.
IEEE DOI 1610
image classification BibRef

Zhang, P.[Peng], Li, M.[Ming], Wu, Y.[Yan], Li, H.,
Hierarchical Conditional Random Fields Model for Semisupervised SAR Image Segmentation,
GeoRS(53), No. 9, September 2015, pp. 4933-4951.
IEEE DOI 1506
Analytical models BibRef

Wang, F., Wu, Y.[Yan], Li, M.[Ming], Zhang, P.[Peng], Zhang, Q.,
Adaptive Hybrid Conditional Random Field Model for SAR Image Segmentation,
GeoRS(55), No. 1, January 2017, pp. 537-550.
IEEE DOI 1701
geophysical image processing BibRef

Mladenova, I.E., Jackson, T.J., Bindlish, R., Hensley, S.,
Incidence Angle Normalization of Radar Backscatter Data,
GeoRS(51), No. 3, March 2013, pp. 1791-1804.
IEEE DOI 1303
BibRef

Yi, J., Wan, X., Cheng, F., Gong, Z.,
Computationally Efficient RF Interference Suppression Method With Closed-Form Maximum Likelihood Estimator for HF Surface Wave Over-The-Horizon Radars,
GeoRS(51), No. 4, April 2013, pp. 2361-2372.
IEEE DOI 1304
BibRef

Li, D.[Dayan], Kelly, D.P.[Damien P.], Sheridan, J.T.[John T.],
K speckle: space-time correlation function of doubly scattered light in an imaging system,
JOSA-A(30), No. 5, May 2013, pp. 969-978.
WWW Link. 1305
BibRef

Tu, S.T.[Shang Tan], Chen, J.Y.[Jia Yu], Yang, W.[Wen], Sun, H.[Hong],
Laplacian Eigenmaps-Based Polarimetric Dimensionality Reduction for SAR Image Classification,
GeoRS(50), No. 1, January 2012, pp. 170-179.
IEEE DOI 1201
BibRef

Ding, Z., Zeng, T., Dong, F., Liu, L., Yang, W., Long, T.,
An Improved PolSAR Image Speckle Reduction Algorithm Based on Structural Judgment and Hybrid Four-Component Polarimetric Decomposition,
GeoRS(51), No. 8, 2013, pp. 4438-4449.
IEEE DOI 1307
Clustering algorithms BibRef

Ding, Z., Liu, L., Zeng, T., Yang, W., Long, T.,
Improved Motion Compensation Approach for Squint Airborne SAR,
GeoRS(51), No. 8, 2013, pp. 4378-4387.
IEEE DOI 1307
Azimuth-subaperture aliasing BibRef

Gomez, L., Munteanu, C.G., Buemi, M.E., Jacobo-Berlles, J.C., Mejail, M.E.,
Supervised Constrained Optimization of Bayesian Nonlocal Means Filter With Sigma Preselection for Despeckling SAR Images,
GeoRS(51), No. 8, 2013, pp. 4563-4575.
IEEE DOI 1307
Bayes methods BibRef

Leite, N.J.[Neucimar Jerônimo], Dorini, L.B.[Leyza Baldo],
A Self-Dual Filtering Toggle Operator for Speckle Noise Filtering,
IJIG(13), No. 03, 2013, pp. 1350015.
DOI Link 1309
BibRef

Dorini, L.B.[Leyza Baldo], Leite, N.J.[Neucimar JerÔnimo],
A Scale-Space Toggle Operator for Image Transformations,
IJIG(13), No. 04, 2013, pp. 1350022.
DOI Link 1404
BibRef

Torres, L.[Leonardo], Sant'Anna, S.J.S.[Sidnei J.S.], da Costa Freitas, C.[Corina], Frery, A.C.[Alejandro C.],
Speckle reduction in polarimetric SAR imagery with stochastic distances and nonlocal means,
PR(47), No. 1, 2014, pp. 141-157.
Elsevier DOI 1310
Hypothesis testing BibRef

Buemi, M.E.[María Elena], Frery, A.C.[Alejandro C.], Ramos, H.S.[Heitor S.],
Speckle reduction with adaptive stack filters,
PRL(36), No. 1, 2014, pp. 281-287.
Elsevier DOI 1312
Non-linear filters BibRef

Patel, V.M.[Vishal M.], Easley, G.R.[Glenn R.], Chellappa, R.[Rama], Nasrabadi, N.M.,
Separated Component-Based Restoration of Speckled SAR Images,
GeoRS(52), No. 2, February 2014, pp. 1019-1029.
IEEE DOI 1402
BibRef
Earlier: A1, A2, A3, Only:
Component-based restoration of speckled images,
ICIP11(2797-2800).
IEEE DOI 1201
dictionaries BibRef

Glaister, J., Wong, A., Clausi, D.A.,
Despeckling of Synthetic Aperture Radar Images Using Monte Carlo Texture Likelihood Sampling,
GeoRS(52), No. 2, February 2014, pp. 1238-1248.
IEEE DOI 1402
Monte Carlo methods BibRef

Liu, C.S.[Chien-Sheng], Chang, Y.C.[Yu-Ching], Lin, K.W.[Kun-Wei], Lin, P.H.[Po-Heng],
Speckle reduction in laser imaging applications using rotating magneto-optical disk,
JOSA-A(31), No. 1, January 2014, pp. 16-20.
DOI Link 1402
Imaging systems; Speckle imaging; Displays; Spatial light modulators BibRef

di Martino, G., Poderico, M., Poggi, G., Riccio, D., Verdoliva, L.,
Benchmarking Framework for SAR Despeckling,
GeoRS(52), No. 3, March 2014, pp. 1596-1615.
IEEE DOI 1403
geophysical image processing BibRef

Zhong, H., Zhang, J., Liu, G.,
Robust Polarimetric SAR Despeckling Based on Nonlocal Means and Distributed Lee Filter,
GeoRS(52), No. 7, July 2014, pp. 4198-4210.
IEEE DOI 1403
Covariance matrices BibRef

Lang, F.[Fengkai], Yang, J.[Jie], Li, D.R.[De-Ren], Shi, L., Wei, J.,
Mean-Shift-Based Speckle Filtering of Polarimetric SAR Data,
GeoRS(52), No. 7, July 2014, pp. 4440-4454.
IEEE DOI 1403
Bandwidth BibRef

Lang, F.[Fengkai], Yang, J.[Jie], Li, D.R.[De-Ren],
Adaptive-Window Polarimetric SAR Image Speckle Filtering Based on a Homogeneity Measurement,
GeoRS(53), No. 10, October 2015, pp. 5435-5446.
IEEE DOI 1509
adaptive filters BibRef

Lang, F.[Fengkai], Yang, J.[Jie], Wu, L., Li, D.R.[De-Ren],
Multiscale Segmentation Of Polarimetric Sar Image Based On Srm Superpixels,
ISPRS16(B7: 283-287).
DOI Link 1610
BibRef

Lang, F.[Fengkai], Yang, J.[Jie], Zhao, L., Li, D.R.[De-Ren],
Hierarchical Classification of Polarimetric SAR Image Based on Statistical Region Merging,
AnnalsPRS(I-7), No. 2012, pp. 147-152.
HTML Version. 1209
BibRef

Navarro-Sanchez, V.D., Lopez-Sanchez, J.M.,
Spatial Adaptive Speckle Filtering Driven by Temporal Polarimetric Statistics and Its Application to PSI,
GeoRS(52), No. 8, August 2014, pp. 4548-4557.
IEEE DOI 1403
Estimation BibRef

Di Martino, G., Iodice, A., Riccio, D., Ruello, G.,
Equivalent Number of Scatterers for SAR Speckle Modeling,
GeoRS(52), No. 5, May 2014, pp. 2555-2564.
IEEE DOI 1403
Electromagnetic scattering BibRef

Feng, W.S.[Wen-Sen], Lei, H.[Hong], Gao, Y.[Yang],
Speckle Reduction via Higher Order Total Variation Approach,
IP(23), No. 4, April 2014, pp. 1831-1843.
IEEE DOI 1404
edge detection BibRef

Foucher, S., Lopez-Martinez, C.,
Analysis, Evaluation, and Comparison of Polarimetric SAR Speckle Filtering Techniques,
IP(23), No. 4, April 2014, pp. 1751-1764.
IEEE DOI 1404
Markov processes BibRef

Yang, X.Z.[Xue-Zhi], Wu, K.W.[Ke-Wei], Tang, Y.M.[Yi-Ming],
A new metric for measuring structure-preserving capability of despeckling of SAR images,
PandRS(94), No. 1, 2014, pp. 143-159.
Elsevier DOI 1407
Synthetic aperture radar (SAR) images BibRef

Chai, A., Moscoso, M., Papanicolaou, G.,
Imaging Strong Localized Scatterers with Sparsity Promoting Optimization,
SIIMS(7), No. 2, 2014, pp. 1358-1387.
DOI Link 1407
BibRef

Wu, J.[Jie], Liu, F.[Fang], Jiao, L.C.[Li-Cheng], Zhang, X.R.[Xiang-Rong], Hao, H.X.[Hong-Xia], Wang, S.[Shuang],
Local Maximal Homogeneous Region Search for SAR Speckle Reduction With Sketch-Based Geometrical Kernel Function,
GeoRS(52), No. 9, Sept 2014, pp. 5751-5764.
IEEE DOI 1407
maximum likelihood detection BibRef

Yahya, N., Kamel, N.S., Malik, A.S.,
Subspace-Based Technique for Speckle Noise Reduction in SAR Images,
GeoRS(52), No. 10, October 2014, pp. 6257-6271.
IEEE DOI 1407
Eigenvalues and eigenfunctions BibRef

Xu, L., Li, J., Shu, Y., Peng, J.,
SAR Image Denoising via Clustering-Based Principal Component Analysis,
GeoRS(52), No. 11, November 2014, pp. 6858-6869.
IEEE DOI 1407
Clustering algorithms BibRef

Hu, G.H.[Guang-Hui], Li, J.Z.[Jing-Zhi], Liu, H.Y.[Hong-Yu], Sun, H.P.[Hong-Peng],
Inverse Elastic Scattering for Multiscale Rigid Bodies with a Single Far-Field Pattern,
SIIMS(7), No. 3, 2014, pp. 1799-1825.
DOI Link 1410
BibRef

Tian, X.L.[Xiao-Lin], Jiao, L.C.[Li-Cheng], Zhang, X.H.[Xiao-Hua],
Despeckling SAR images based on a new probabilistic model in nonsubsampled contourlet transform domain,
SIViP(8), No. 8, November 2014, pp. 1459-1474.
WWW Link. 1411
BibRef

Patrick, M.A.[Mark A.], Joye, C.D.[Colin D.], De Lucia, F.C.[Frank C.],
Multimode illumination for speckle reduction and angle neutrality in millimeter wave active imaging: range and time-resolved mode averaging,
JOSA-A(31), No. 10, October 2014, pp. 2135-2141.
DOI Link 1411
Speckle; Microwaves; Terahertz imaging BibRef

Zhao, Y.[Yao], Liu, J.G.[Jian Guo], Zhang, B.[Bingchen], Hong, W.[Wen], Wu, Y.R.[Yi-Rong],
Adaptive Total Variation Regularization Based SAR Image Despeckling and Despeckling Evaluation Index,
GeoRS(53), No. 5, May 2015, pp. 2765-2774.
IEEE DOI 1502
edge detection BibRef

Nie, X.L.[Xiang-Li], Qiao, H.[Hong], Zhang, B.[Bo],
A Variational Model for PolSAR Data Speckle Reduction Based on the Wishart Distribution,
IP(24), No. 4, April 2015, pp. 1209-1222.
IEEE DOI 1503
covariance matrices BibRef

Nie, X.L.[Xiang-Li], Zhang, B.[Bo], Chen, Y., Qiao, H.[Hong],
A New Algorithm for Optimizing TV-Based PolSAR Despeckling Model,
SPLetters(23), No. 10, October 2016, pp. 1409-1413.
IEEE DOI 1610
computational complexity BibRef

Nie, X.L.[Xiang-Li], Qiao, H.[Hong], Zhang, B.[Bo], Huang, X.,
A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction,
IP(25), No. 6, June 2016, pp. 2620-2634.
IEEE DOI 1605
image denoising BibRef

Feng, W.[Wensen], Lei, H.[Hong], Qiao, H.[Hong],
Synthetic aperture radar image despeckling via total generalised variation approach,
IET-IPR(9), No. 3, 2015, pp. 236-248.
DOI Link 1504
Monte Carlo methods BibRef

Patrick, M.A.[Mark A.], Holt, J.A.[Jennifer A.], Joye, C.D.[Colin D.], De Lucia, F.C.[Frank C.],
Range resolved mode mixing in a large volume for the mitigation of speckle and strategic target orientation requirements in active millimeter-wave imaging,
JOSA-A(32), No. 4, April 2015, pp. 637-646.
DOI Link 1504
Speckle; Microwaves; Terahertz imaging BibRef

Ni, W.P.[Wei-Ping], Gao, X.[Xinbo],
Despeckling of SAR Image Using Generalized Guided Filter With Bayesian Nonlocal Means,
GeoRS(54), No. 1, January 2016, pp. 567-579.
IEEE DOI 1601
image restoration BibRef

Meyer, F.J., Chotoo, K., Chotoo, S.D., Huxtable, B.D., Carrano, C.S.,
The Influence of Equatorial Scintillation on L-Band SAR Image Quality and Phase,
GeoRS(54), No. 2, February 2016, pp. 869-880.
IEEE DOI 1601
Distortion BibRef

Todorovich, E.[Elías], Pra, A.L.D.[Ana Lucia Dai], Passoni, L.I.[Lucia Isabel], Vázquez, M.[Martín], Cozzolino, E.[Ezequiel], Ferrara, F.[Fernando], Bioul, G.[Gery],
Real-time speckle image processing,
RealTimeIP(11), No. 3, March 2016, pp. 535-545.
Springer DOI 1604
BibRef

Gao, F., Xue, X., Sun, J., Wang, J., Zhang, Y.,
A SAR Image Despeckling Method Based on Two-Dimensional S Transform Shrinkage,
GeoRS(54), No. 5, May 2016, pp. 3025-3034.
IEEE DOI 1604
radar imaging BibRef

Ma, X., Shen, H., Zhao, X., Zhang, L.,
SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals,
GeoRS(54), No. 6, June 2016, pp. 3421-3435.
IEEE DOI 1606
geophysical image processing BibRef

di Martino, G., di Simone, A., Iodice, A., Riccio, D.,
Scattering-Based Nonlocal Means SAR Despeckling,
GeoRS(54), No. 6, June 2016, pp. 3574-3588.
IEEE DOI 1606
image denoising BibRef

Wu, Y.[Yulian],
Speckle noise removal via nonlocal low-rank regularization,
JVCIR(39), No. 1, 2016, pp. 172-180.
Elsevier DOI 1608
Speckle noise BibRef

Horch, E.[Elliott],
Turning on to speckle imaging,
SPIE(Newsroom), June 24, 2016
DOI Link 1608
Speckle imaging, an older technique for obtaining diffraction-limited resolution with large telescopes, is back in a big way thanks to electron-multiplying CCDs. BibRef

Woo, H., Ha, J.,
Besta-Divergence-Based Variational Model for Speckle Reduction,
SPLetters(23), No. 11, November 2016, pp. 1557-1561.
IEEE DOI 1609
maximum likelihood estimation BibRef

Sumaiya, M.N., Kumari, R.S.S.[R. Shantha Selva],
SAR image despeckling using heavy-tailed Burr distribution,
SIViP(11), No. 1, January 2017, pp. 49-55.
WWW Link. 1702
BibRef


Wang, V.[Victor], Hayes, M.[Michael],
Modelling of feature matching performance on correlated speckle images,
ICVNZ16(1-6)
IEEE DOI 1701
Coherence BibRef

Yu, J.,
Speckle noise reduction via phase-aware clustering-based non-local simultaneous sparse coding,
ICIP16(1978-1982)
IEEE DOI 1610
Dictionaries BibRef

Kupidura, P.,
Comparison Of Filters Dedicated To Speckle Suppression In Sar Images,
ISPRS16(B7: 269-276).
DOI Link 1610
BibRef

Gleich, D., Planinšic, P.,
Despeckling of interferometrie SAR data,
WSSIP16(1-4)
IEEE DOI 1608
estimation theory BibRef

Rahimi, M., Yazdi, M.,
A new hybrid algorithm for speckle noise reduction of SAR images based on mean-median filter and SRAD method,
IPRIA15(1-6)
IEEE DOI 1603
image denoising BibRef

Preetha, C., Gorthi, S.S., Mishra, D.,
Compressive Sensing framework for simultaneous compression and despeckling of SAR images,
ICAPR15(1-6)
IEEE DOI 1511
Nyquist criterion BibRef

Szczepanski, M.[Marek], Radlak, K.[Krystian], Popowicz, A.[Adam],
Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction,
IbPRIA15(184-191).
Springer DOI 1506
BibRef

Radlak, K.[Krystian], Smolka, B.[Bogdan],
Adaptive Non-local Means Filtering for Speckle Noise Reduction,
ICCVG14(518-525).
Springer DOI 1410
BibRef

Basak, K., Mahadevappa, M., Dutta, P.K.,
Multiscale noise-adaptive homomorphic filtering based speckle denoising in laser speckle imaging,
NCVPRIPG13(1-5)
IEEE DOI 1408
adaptive filters BibRef

Hazarika, D., Bhuyan, M.,
Despeckling SAR images in the lapped transform domain,
NCVPRIPG13(1-5)
IEEE DOI 1408
Bayes methods BibRef

Mahdian, M., Motagh, M., Akbari, V.,
Image Enhancement and Speckle Reduction of Full Polarimetric SAR Data by Gaussian Markov Random Field,
SMPR13(263-267).
HTML Version. 1311
BibRef

di Martino, G.[Gerardo], Pecoraro, G.[Giovanni],
Extracting Compact Information from Image Benchmarking Tools: The SAR Despeckling Case,
CIAP13(II:11-20).
Springer DOI 1309
BibRef

Shanthi, I., Valarmathi, M.L.,
Comparison of wavelet, contourlet and curvelet transform with modified particle swarm optimization for despeckling and feature enhancement of SAR image,
ICSIPR13(53-61).
IEEE DOI 1304
BibRef

Liu, X.N.[Xu-Nan], Cheng, B.[Bo],
Polarimetric SAR speckle filtering for high-resolution SAR images using RADARSAT-2 POLSAR SLC data,
CVRS12(329-334).
IEEE DOI 1302
BibRef

Jiang, J.[Jiang], Jiang, L.W.[Liang-Wei], Sang, N.[Nong],
Non-local sparse models for SAR image despeckling,
CVRS12(230-236).
IEEE DOI 1302
BibRef

Torres, L.[Leonardo], Cavalcante, T.[Tamer], Frery, A.C.[Alejandro C.],
Speckle Reduction Using Stochastic Distances,
CIARP12(632-639).
Springer DOI 1209
BibRef

Wang, X., Ge, L., Li, X.,
Evaluation of Filters for Envisat ASAR Speckle Suppression in Pasture Area,
AnnalsPRS(I-7), No. 2012, pp. 341-346.
HTML Version. 1209
BibRef

Roomi, S.M.M., Kalaiyarasi, D., Abhainaya, J.G., Bhavana, C.,
Edge Preserving SAR Image Despeckling,
NCVPRIPG11(130-133).
IEEE DOI 1205
BibRef

Vega, M.[Miguel], Mateos, J.[Javier], Molina, R.[Rafael], Katsaggelos, A.K.[Aggelos K.],
Bayesian TV denoising of SAR images,
ICIP11(165-168).
IEEE DOI 1201
BibRef

Guo, Y.[Yuan], Bai, Z.Y.[Zheng-Yao],
A new denoising method of SAR images in curvelet domain,
ICARCV08(1909-1913).
IEEE DOI 1109
BibRef

Gabarda, S.[Salvador], Cristóbal, G.[Gabriel],
Speckle Denoising through Local Rényi Entropy Smoothing,
CAIP11(II: 340-347).
Springer DOI 1109
BibRef

Jin, H.Y.[Hai-Yan], Sun, X.M.[Xue-Ming],
SAR Image Speckle Noise Suppression Based on DFB Hidden Markov Models Using Immune Clonal Selection Thresholding,
PSIVT10(288-293).
IEEE DOI 1011
BibRef

Frery, A.C.[Alejandro C.], Nascimento, A.D.C.[Abraao D.C.], Cintra, R.J.[Renato J.],
Contrast in speckled imagery with stochastic distances,
ICIP10(69-72).
IEEE DOI 1009
BibRef

Cofaru, C.[Corneliu], Philips, W.[Wilfried], van Paepegem, W.[Wim],
Adaptive partitioning method in high resolution speckle imagery for sub-pixel digital image correlation,
ICIP10(769-772).
IEEE DOI 1009
BibRef

Li, Y.[Ying], Gong, H.L.[Hong-Li], Wang, Q.[Qing],
Adaptive Enhancement with Speckle Reduction for SAR Images Using Mirror-Extended Curvelet and PSO,
ICPR10(4520-4523).
IEEE DOI 1008
BibRef

Zhang, G.[Gong], Shi, W.H.[Wen-Hua], Xu, J.[Jing], Li, N.[Ning], Smith, M.J.T.[Mark J. T.],
SAR image despeckling using undecimated directional filter banks and mean shift,
ICIP09(3833-3836).
IEEE DOI 0911
BibRef

Bioucas-Dias, J.M.[Jose M.], Figueiredo, M.A.T.[Mario A. T.],
Total variation restoration of speckled images using a split-bregman algorithm,
ICIP09(3717-3720).
IEEE DOI 0911
BibRef

Yang, X.Z.[Xue-Zhi], Clausi, D.A.[David A.],
Structure-preserving speckle reduction of SAR images using nonlocal means filters,
ICIP09(2985-2988).
IEEE DOI 0911
BibRef

Gleich, D., Planinsic, P., Kseneman, M., Cucej, Z.,
The Impact of Model Based Despeckling on Soil Moisture Estimation,
WSSIP09(1-4).
IEEE DOI 0906
BibRef

Minh, N.T.[Nguyen Tuan], Cat, P.T.[Pham Thuong], Long, P.D.[Pham Duc],
Real Time Speckle Filter by Cellular Neural Network,
CISP09(1-5).
IEEE DOI 0910
BibRef
Earlier: A3, A2, Only:
Real-time reconstruction of symmetrical image using Cellular Neural Network,
ICARCV08(1128-1132).
IEEE DOI 1109
BibRef

Tang, W.Q.[Wei-Qiang], Wang, F.[Fei], Zhang, D.Z.[Dong-Zhi], Li, X.[Xin], Cui, Y.J.[Yan-Juan],
Filtering Technology of Electronic Speckle Pattern Interferometry Image Based on Curvelet Transform,
CISP09(1-4).
IEEE DOI 0910
BibRef

Ai, W.H.[Wei-Hua], Huang, Y.X.[Yun-Xian], Shen, C.L.[Chao-Ling], Liu, X.C.[Xi-Chuan],
Denoising of SAR Images Based on Wavelet Packet,
CISP09(1-4).
IEEE DOI 0910
BibRef

Xu, Y.[Yanan], Gao, Q.W.[Qing-Wei], Lu, Y.X.[Yi-Xiang], Zhong, W.N.[Wei-Nian],
Despeckling SAR Images Using Bayes-Shrink in Bandelet Domain,
CISP09(1-4).
IEEE DOI 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 0905
BibRef

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

Xu, K.[Kaiyu], Shi, C.[Chaojian],
Vision enhancement system for SAR based on infrared video,
IASP09(196-199).
IEEE DOI 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 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 File. 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 File. 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 File. 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 0803
BibRef

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

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

Yu, Y.J.[Yong-Jian], Yadegar, J.,
Regularized Speckle Reducing Anisotropic Diffusion for Feature Characterization,
ICIP06(1577-1580).
IEEE DOI 0610
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).
IEEE DOI 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 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 0505
BibRef

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

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

Eom, K.B.,
Speckle noise removal by robust modeling,
ICIP03(III: 165-168).
IEEE DOI 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. 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 DOI 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).
IEEE DOI 0008
BibRef

Dias, J.M.B., Silva, T.A.M., Leitao, J.M.N.,
Adaptive restoration of speckled SAR images using a compound random Markov field,
ICIP98(II: 79-83).
IEEE DOI 9810
BibRef

Schulz, T.J.,
A Fast Algorithm for Maximum-Likelihood Imaging with Coherent Speckle Measurements,
ICIP97(I: 679-682).
IEEE DOI BibRef 9700

Schulz, T.J.,
Coherent array imaging with sparse arrays,
ICIP95(I: 133-135).
IEEE DOI 9510
BibRef
Earlier:
Phase-error correction for coherent array imaging systems,
ICIP94(III: 314-318).
IEEE DOI 9411
BibRef

Moloney, C.R.,
Smoothing of SAR Image Speckle Noise by Multiplicative Point Estimation Filters,
ICIP96(III: 907-910).
IEEE DOI BibRef 9600

Ganugapati, S.S., Moloney, C.R.,
A ratio edge detector for speckled images based on maximum strength edge pruning,
ICIP95(II: 165-168).
IEEE DOI 9510
BibRef

Aggarwal, M., Desai, U.B.,
Modelling and restoration of multilook correlated speckled images,
ICIP95(I: 498-501).
IEEE DOI 9510
BibRef

Böröczky, L., Fioravanti, R., Fioravanti, S., Giusto, D.D.,
Speckle noise filtering in SAR images using wavelets,
CIAP95(670-676).
Springer DOI 9509
BibRef

Wei, D., Odegard, J.E., Guo, H., Lang, M., Burrus, C.S.,
Simultaneous noise reduction and SAR image data compression using best wavelet packet basis,
ICIP95(III: 200-203).
IEEE DOI 9510
BibRef

Guo, H., Odegard, J.E., Lang, M., Gopinath, R.A., Selesnick, I.W., Burrus, C.S.,
Wavelet based speckle reduction with application to SAR based ATD/R,
ICIP94(I: 75-79).
IEEE DOI 9411
BibRef

Mitchell, O.R., Delp, E.J., Wallace, T.P., and Cadwallender, W.K.,
Computer Analysis of Speckle Shearing Images,
ICPR80(361-363). BibRef 8000

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Radar, SAR, Autofocus, Focus .


Last update:Feb 22, 2017 at 16:35:20