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. 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.[Peiliang],
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.
WWW Version. 0606 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.
WWW Version. 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.
WWW Version. 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

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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 0701 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.
WWW Version. 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).
WWW Version. 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.
WWW Version. 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.
WWW Version. 0701 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 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).
WWW Version. 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. 0711Despeckle; 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.
WWW Version. 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.
WWW Version. 0804 BibRef
Earlier: A1, A3, Only:
Speckle Reduction in Images with WEAD and WECD,
ICCVGIP06(184-193).
WWW Version. 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.
WWW Version. 0806 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).
WWW Version. 0803 BibRef

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

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

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

Rosiles, J.G., Smith, M.J.T., Mersereau, R.M.,
SAR Image Speckle Removal using Bamberger Pyramids,
ICIP06(2345-2348). 0610
WWW Version. 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).
WWW Version. 0512 BibRef

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

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

Eom, K.B.,
Robust facet model for application to speckle noise removal,
ICPR04(II: 695-698).
WWW Version. 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 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 Abstract. IEEE Top Reference. 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).
WWW Version. 9810 BibRef

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

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

Moloney, C.R.,
Smoothing of SAR Image Speckle Noise by Multiplicative Point Estimation Filters,
ICIP96(III: 907-910).
WWW Version. 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).
WWW Version. 9510 BibRef

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

Böröczky, L., Fioravanti, R., Fioravanti, S., Giusto, D.D.,
Speckle noise filtering in SAR images using wavelets,
CIAP95(670-676).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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
Interferometric SAR Analysis, InSAR, IFSAR, ISAR .


Last update:Aug 16, 2008 at 14:24:48