5.3.11 Restoration by Deconvolution

MacAdam, D.P.,
Digital Image Restoration by Constrained Deconvolution,
JOSA(60), No. 12, December 1970, pp. 1617-1627. BibRef 7012

Cannon, T.M.,
Blind deconvolution of spatially invariant image blurs with phase,
ASSP(24), No. 1, February 1975, pp. 58-63. BibRef 7502

Lorre, J.J.,
Histogram Deconvolution: An Aid to Automated Classifiers,
CVGIP(23), No. 3, September 1983, pp. 334-340.
WWW Version. Removing noise from the histograms to aid in classification. BibRef 8309

Zou, M.Y.[Mou-Yan], Unbehauen, R.,
On the computational model of a kind of deconvolution problem,
IP(4), No. 10, October 1995, pp. 1464-1467.
IEEE DOI Link 0402
BibRef

Cadzow, J.A.,
Blind Deconvolution via Cumulant Extrema,
SPMag(13), No. 3, May 1996, pp. 24-42. 9605
BibRef

Kundur, D., Hatzinakos, D.,
Blind Image Deconvolution,
SPMag(13), No. 3, May 1996, pp. 43-64. 9605
BibRef
And:
Blind Image Deconvolution Revisited,
SPMag(13), No. 6, November 1996, pp. 61-63. 9611
BibRef

Kundur, D., Hatzinakos, D.[Dimitrios],
A Novel Blind Deconvolution Scheme for Image Restoration Using Recursive Filtering,
TSP(46), No. 2, February 1998, pp. 375-390. 9803
BibRef
Earlier:
On the Global Asymptotic Stability of the NAS-RIF Algorithm for Blind Image Restoration,
ICIP96(III: 73-76).
IEEE DOI Link BibRef

Cheng, L.Z.,
Fast Hartley Transform and Truncated Singular-Value Algorithm for Circular Deconvolution,
OptEng(36), No. 8, August 1997, pp. 2137-2142. 9708
BibRef

Chan, T.F., Wong, C.K.,
Total Variation Blind Deconvolution,
IP(7), No. 3, March 1998, pp. 370-375.
IEEE DOI Link 9803
BibRef

Namba, M., Ishida, Y.,
Wavelet Transform Domain Blind Deconvolution,
SP(68), No. 1, July 1998, pp. 119-124. 9808
BibRef

Pillai, S.U., Liang, B.,
Blind Image Deconvolution Using a Robust GCD Approach,
IP(8), No. 2, February 1999, pp. 295-301.
IEEE DOI Link BibRef 9902
Earlier:
Two-Dimensional Blind Deconvolution Using a Robust GCD Approach,
ICIP97(I: 424-427).
IEEE DOI Link BibRef

Ong, C.A., Chambers, J.A.,
An Enhanced NAS-RIF Algorithm for Blind Image Deconvolution,
IP(8), No. 7, July 1999, pp. 988-992.
IEEE DOI Link BibRef 9907

Harikumar, G., Bresler, Y.,
Exact Image Deconvolution from Multiple FIR Blurs,
IP(8), No. 6, June 1999, pp. 846-862.
IEEE DOI Link BibRef 9906

Ng, M.K., Plemmons, R.J., Qiao, S.,
Regularization of RIF Blind Image Deconvolution,
IP(9), No. 6, June 2000, pp. 1130-1134.
IEEE DOI Link 0006
BibRef

Lam, E.Y.[Edmund Y.], Goodman, J.W.[Joseph W.],
Iterative statistical approach to blind image deconvolution,
JOSA-A(17), No. 7, July 2000, pp. 1177-1184. 0008
BibRef

Fiori, S., Maiolini, G.,
Weighted least-squares blind deconvolution of non-minimum phase systems,
VISP(147), No. 6, December 2000, pp. 557-563. 0101
BibRef

Qidwai, U., Chen, C.H.,
Two-dimensional Hinf -based blind deconvolution for image enhancement with applications to ultrasonic NDE,
SPLetters(9), No. 5, May 2002, pp. 157-159.
IEEE Top Reference. 0206
BibRef

Qidwai, U.,
Infrared Image Enhancement using H_inf Bounds for Surveillance Applications,
IP(17), No. 8, August 2008, pp. 1274-1282.
IEEE DOI Link 0808
BibRef

Chen, C.H.[Chi-Hau], Qidwai, U.,
Recent trends in 2D blind deconvolution for nondestructive evaluation,
ICPR02(II: 989-992).
IEEE DOI Link 0211
BibRef

Prasad, S.[Sudhakar],
Statistical-information-based performance criteria for Richardson-Lucy image deblurring,
JOSA-A(19), No. 7, July 2002, pp. 1286-1296.
WWW Version. 0208
Restoration by deconvolution. See also Bayesian-Based Iterative Method of Image Restoration. BibRef

Ruiz, C.P.[C. Pinilla], López, F.J.A.[F. J. Ariza],
Restoring SPOT images using PSF-derived deconvolution filters,
JRS(23), No. 12, June 2002, pp. 2379-2391. 0208
BibRef

Li, T.H.[Ta-Hsin], Lii, K.S.[Keh-Shin],
A joint estimation approach for two-tone image deblurring by blind deconvolution,
IP(11), No. 8, August 2002, pp. 847-858.
IEEE DOI Link 0209
BibRef

Jalobeanu, A.[André], Blanc-Féraud, L.[Laure], Zerubia, J.B.[Josiane B.],
Hyperparameter estimation for satellite image restoration using a MCMC maximum-likelihood method,
PR(35), No. 2, February 2002, pp. 341-352.
WWW Version. 0201
BibRef

Khoumri, M., Blanc-Feraud, L., Zerubia, J.B.,
Unsupervised deconvolution of satellite images,
ICIP98(II: 84-87).
IEEE DOI Link 9810
BibRef

Jalobeanu, A.[André], Blanc-Féraud, L.[Laure], Zerubia, J.B.[Josiane B.],
Satellite Image Deblurring Using Complex Wavelet Packets,
IJCV(51), No. 3, February-March 2003, pp. 205-217.
WWW Version. 0301
BibRef
Earlier:
Satellite Image Deconvolution Using Complex Wavelet Packets,
ICIP00(Vol III: 809-812).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Jalobeanu, A., Kingsbury, N.G., Zerubia, J.B.,
Image Deconvolution Using Hidden Markov Tree Modeling of Complex Wavelet Packets,
ICIP01(I: 201-204).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Miller, M., Kingsbury, N.G.,
Image Denoising Using Derotated Complex Wavelet Coefficients,
IP(17), No. 9, September 2008, pp. 1500-1511.
IEEE DOI Link 0810
BibRef

de Rivaz, P., Kingsbury, N.G.,
Bayesian Image Deconvolution and Denoising Using Complex Wavelets,
ICIP01(II: 273-276).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Miller, M., Kingsbury, N.G.,
Image Modeling Using Interscale Phase Properties of Complex Wavelet Coefficients,
IP(17), No. 9, September 2008, pp. 1491-1499.
IEEE DOI Link 0810
BibRef

Jalobeanu, A.[André], Blanc-Féraud, L.[Laure], Zerubia, J.B.[Josiane B.],
An Adaptive Gaussian Model for Satellite Image Deblurring,
IP(13), No. 4, April 2004, pp. 613-621.
IEEE DOI Link 0404
BibRef
Earlier:
Estimation of Adaptive Parameters for Satellite Image Deconvolution,
ICPR00(Vol III: 318-321).
IEEE DOI Link
HTML Version. 0009
BibRef

Jalobeanu, A., Nowak, R.D., Zerubia, J.B., Figueiredo, M.A.T.,
Satellite and aerial image deconvolution using an EM method with complex wavelets,
ICIP02(I: 333-336).
IEEE Abstract. IEEE Top Reference. 0210
BibRef

Easley, G.R., Walnut, D.F.,
Local Multichannel Deconvolution,
JMIV(18), No. 1, January 2003, pp. 69-80.
WWW Version. 0301
BibRef

Kalifa, J., Mallat, S.G., Rouge, B.,
Deconvolution by thresholding in mirror wavelet bases,
IP(12), No. 4, April 2003, pp. 446-457.
IEEE DOI Link 0306
BibRef
Earlier:
Image deconvolution in mirror wavelet bases,
ICIP98(I: 565-569).
IEEE DOI Link 9810
BibRef

Panci, G., Campisi, P., Colonnese, S., Scarano, G.,
Multichannel blind image deconvolution using the bussgang algorithm: Spatial and multiresolution approaches,
IP(12), No. 11, November 2003, pp. 1324-1337.
IEEE DOI Link 0311
BibRef
Earlier: A2, A3, A1, A4:
Multichannel bussgang algorithm for blind restoration of natural images,
ICIP03(II: 985-988).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Laligant, O., Truchetet, F., Dupasquier, A.,
Edge enhancement by local deconvolution,
PR(38), No. 5, May 2005, pp. 661-672.
WWW Version. 0501
BibRef

Chen, L., Yap, K.H.,
A Soft Double Regularization Approach to Parametric Blind Image Deconvolution,
IP(14), No. 5, May 2005, pp. 624-633.
IEEE DOI Link 0505
BibRef
Earlier: A2, A1:
A Recursive Soft-decision Psf and Neural Network Approach to Adaptive Blind Image Regularization,
ICIP00(Vol III: 813-816).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Bronstein, M.M., Bronstein, A.M., Zibulevsky, M., Zeevi, Y.Y.,
Blind Deconvolution of Images Using Optimal Sparse Representations,
IP(14), No. 6, June 2005, pp. 726-736.
IEEE DOI Link 0505
BibRef
Earlier:
Optimal sparse representations for blind source separation and blind deconvolution: a learning approach,
ICIP04(III: 1815-1818).
IEEE DOI Link 0505
BibRef

Bronstein, A.M., Zibulevsky, M., Bronstein, M.M., Zeevi, Y.Y.,
Fast Relative Newton Algorithm for Blind Deconvolution of Images,
ICIP04(II: 1233-1236).
IEEE DOI Link 0505
BibRef

Paajarvi, P., LeBlanc, J.P.,
Online Adaptive Blind Deconvolution Based on Third-Order Moments,
SPLetters(12), No. 12, December 2005, pp. 863-866.
IEEE DOI Link 0512
BibRef

Kaftory, R.[Ran], Sochen, N.A.[Nir A.], Zeevi, Y.Y.[Yehushua Y.],
Variational blind deconvolution of multi-channel images,
IJIST(15), No. 1, 2005, pp. 56-63.
WWW Version. 0507
BibRef

Kaftory, R.[Ran], Zeevi, Y.Y.[Yehoshua Y.],
Blind separation of images obtained by spatially-varying mixing system,
ICIP08(2604-2607).
IEEE DOI Link 0810
BibRef

Kaftory, R.[Ran], Schechner, Y.Y.[Yoav Y.], Zeevi, Y.Y.[Yehoshua Y.],
Variational Distance-Dependent Image Restoration,
CVPR07(1-8).
IEEE DOI Link 0706
Through scattering medium. BibRef

Schechner, Y.Y., Karpel, N.,
Clear underwater vision,
CVPR04(I: 536-543).
IEEE Abstract. IEEE Top Reference. 0408
BibRef

He, L.[Lin], Marquina, A.[Antonio], Osher, S.J.[Stanley J.],
Blind deconvolution using TV regularization and Bregman iteration,
IJIST(15), No. 1, 2005, pp. 74-83.
WWW Version. 0507
BibRef

Marquina, A.[Antonio],
Nonlinear Inverse Scale Space Methods For Total Variation Blind Deconvolution,
SIIMS(2), No. 1, 2009, pp. 64-83. total variation restoration; blind deconvolution; Gaussian blur; denoising; inverse scale space methods
WWW Version.
WWW Version. BibRef 0900

Sajda, P.[Paul], Zeevi, Y.Y.[Yehoshua Y.],
Guest editorial: Special issue on blind source separation and de-convolution in imaging and image processing,
IJIST(15), No. 1, 2005, pp. 1.
WWW Version. 0507
BibRef

Zhou, J., Do, M.N.,
Multidimensional Multichannel FIR Deconvolution Using GrÖbner Bases,
IP(15), No. 10, October 2006, pp. 2998-3007.
IEEE DOI Link 0609
BibRef

Sanchez-Brea, L.M., Bernabeu, E.,
Uncertainty Estimation by Convolution Using Spatial Statistics,
IP(15), No. 10, October 2006, pp. 3131-3137.
IEEE DOI Link 0609
BibRef

Ma, L.S.[Liang-Suo], Tsoi, A.C.[Ah Chung],
A unified balanced approach to multichannel blind deconvolution,
SIViP(1), No. 4, October 2007, pp. 369-384.
Springer DOI Link 0711
BibRef

Ma, L.S.[Liang-Suo], Tsoi, A.C.[Ah Chung],
A variational Bayesian approach to number of sources estimation for multichannel blind deconvolution,
SIViP(2), No. 2, June 2008, pp. xx-yy.
Springer DOI Link 0711
BibRef

Neelamani, R.N.[Ramesh N.], Deffenbaugh, M., Baraniuk, R.G.[Ricard G.],
Texas Two-Step: A Framework for Optimal Multi-Input Single-Output Deconvolution,
IP(16), No. 11, November 2007, pp. 2752-2765.
IEEE DOI Link 0709
BibRef

Giovannelli, J.F.,
Unsupervised Bayesian Convex Deconvolution Based on a Field With an Explicit Partition Function,
IP(17), No. 1, January 2008, pp. 16-26.
IEEE DOI Link 0712
Cavity models. BibRef

Kopriva, I.[Ivica],
Aproach to blind image deconvolution by multiscale subband decomposition and independent component analysis,
JOSA-A(24), No. 4, April 2007, pp. 973-983.
WWW Version. 0801
BibRef

Hom, E.F.Y.[Erik F. Y.], Marchis, F.[Franck], Lee, T.K.[Timothy K.], Haase, S.[Sebastian], Agard, D.A.[David A.], Sedat, J.W.[John W.],
AIDA: an adaptive image deconvolution algorithm with application to multi-frame and three-dimensional data,
JOSA-A(24), No. 6, June 2007, pp. 1580-1600.
WWW Version. 0801
Extension of the MISTRAL method developed by Mugnier. See also MISTRAL: a myopic edge-preserving image restoration method, with application to astronomical adaptive-optics-corrected long-exposure images. BibRef

Zhang, J.L.[Jian-Lin], Zhang, Q.H.[Qi-Heng], He, G.M.[Guang-Ming],
Blind image deconvolution by means of asymmetric multiplicative iterative algorithm,
JOSA-A(25), No. 3, March 2008, pp. 710-717.
WWW Version. 0804
BibRef

He, Y., Yap, K.H., Chen, L., Chau, L.P.,
A Novel Hybrid Model Framework to Blind Color Image Deconvolution,
SMC-A(38), No. 4, July 2008, pp. 867-880.
IEEE DOI Link 0806
BibRef

Zhou, H.Y.[Hui-Yu], Liu, T.W.[Tang-Wei], Lin, F.Q.[Fa-Quan], Pang, Y.S.[Yu-Sheng], Wu, J.[Ji],
Image Restoration And Detail Preservation By Bayesian Estimation,
IJIG(7), No. 3, July 2007, pp. 497-514. 0707
BibRef

Dupe, F.X., Fadili, J.M., Starck, J.L.,
A Proximal Iteration for Deconvolving Poisson Noisy Images Using Sparse Representations,
IP(18), No. 2, February 2009, pp. 310-321.
IEEE DOI Link 0901
BibRef

Tzikas, D.G.[Dimitris G.], Likas, A.[Aristidis], Galatsanos, N.P.[Nikolaos P.],
Variational Bayesian Sparse Kernel-Based Blind Image Deconvolution With Student's-t Priors,
IP(18), No. 4, April 2009, pp. 753-764.
IEEE DOI Link 0903
BibRef
Earlier:
Variational Bayesian Blind Image Deconvolution with Student-T Priors,
ICIP07(I: 109-112).
IEEE DOI Link 0709
BibRef
Earlier: A2, A3, Only:
A variational method for bayesian blind image deconvolution,
ICIP03(II: 973-976).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Easley, G.R.[Glenn R.], Healy, D.M.[Dennis M.], Berenstein, C.A.[Carlos A.],
Image Deconvolution Using A General Ridgelet And Curvelet Domain,
SIIMS(2), No. 1, 2009, pp. 253-283. Radon transform; ridgelet transform; curvelet transform; deconvolution; boundary conditions
WWW Version.
WWW Version. BibRef 0900

Bishop, T.E.[Tom E.], Molina, R.[Rafael], Hopgood, J.R.[James R.],
Blind restoration of blurred photographs via AR modelling and MCMC,
ICIP08(669-672).
IEEE DOI Link 0810
BibRef

Vonesch, C.[Cedric], Ramani, S.[Sathish], Unser, M.[Michael],
Recursive risk estimation for non-linear image deconvolution with a wavelet-domain sparsity constraint,
ICIP08(665-668).
IEEE DOI Link 0810
BibRef

Soulez, F.[Ferreol], Thiebaut, E.[Eric], Tourneur, Y.[Yves], Gressard, A.[Alain], Dauphin, R.[Raphael],
Blind deconvolution of video sequences,
ICIP08(673-676).
IEEE DOI Link 0810
BibRef

Liu, R.[Renting], Jia, J.Y.[Jia-Ya],
Reducing boundary artifacts in image deconvolution,
ICIP08(505-508).
IEEE DOI Link 0810
BibRef

Jain, V.[Viren], Murray, J.F.[Joseph F.], Roth, F.[Fabian], Turaga, S.[Srinivas], Zhigulin, V.[Valentin], Briggman, K.L.[Kevin L.], Helmstaedter, M.N.[Moritz N.], Denk, W.[Winfried], Seung, H.S.[H. Sebastian],
Supervised Learning of Image Restoration with Convolutional Networks,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Welk, M.[Martin], Nagy, J.G.[James G.],
Variational Deconvolution of Multi-channel Images with Inequality Constraints,
IbPRIA07(I: 386-393).
Springer DOI Link 0706
BibRef

Raj, A.[Ashish], Zabih, R.[Ramin],
A Graph Cut Algorithm for Generalized Image Deconvolution,
ICCV05(II: 1048-1054).
IEEE DOI Link 0510
BibRef

Welk, M.[Martin], Theis, D.[David], Brox, T.[Thomas], Weickert, J.[Joachim],
PDE-Based Deconvolution with Forward-Backward Diffusivities and Diffusion Tensors,
ScaleSpace05(585-597).
WWW Version. 0505
BibRef

Homem, M.R.P., Mascarenhas, N.D.A., Costa, L.F.,
Linear filters for deconvolution microscopy,
Southwest04(142-146).
IEEE Abstract. IEEE Top Reference. 0411
BibRef

Dias, J.M.B.,
Fast gem wavelet-based image deconvolution algorithm,
ICIP03(II: 961-964).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Starck, J.L., Nguyen, M.K., Murtagh, F.,
Deconvolution based on the curvelet transform,
ICIP03(II: 993-996).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Yagle, A.E.,
Blind Deconvolution of Images and Small-extent Point-spread Functions Using Resultant Matrices,
ICIP00(Vol III: 786-788).
IEEE Abstract. IEEE Top Reference. 0008
BibRef
Earlier:
Digital signal processing solutions to 2-D finite support blind deconvolution problems,
ICIP98(III: 746-750).
IEEE DOI Link 9810
BibRef
Earlier:
Digital signal processing solutions to 2-D phase retrieval problems,
ICIP98(III: 712-716).
IEEE DOI Link 9810
BibRef

Ahn, H., Yagle, A.E.,
2-D blind deconvolution by partitioning into coupled 1-D problems using discrete Radon transforms,
ICIP95(II: 37-40).
IEEE DOI Link 9510
BibRef

Bell, A.E., Yagle, A.E.,
Discrete phase retrieval by solving linear systems of equations: performance under noisy conditions,
ICIP98(III: 717-721).
IEEE DOI Link 9810
BibRef

Yamada, I.[Isao], Kato, M.[Masanori], Sakaniwa, K.[Kohichi],
A Nonlinear Pre-filtering Technique for Set-Theoretic Linear Blind Deconvolution Scheme,
ICIP99(II:401-405).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Neelamani, R.N.[Ramesh N.], Choi, H.H.[Hyeok-Ho], Baraniuk, R.G.[Ricard G.],
Wavelet-Domain Regularized Deconvolution for Ill-Conditioned Systems,
ICIP99(I:204-208).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Kwan, W.C.[Wilson C.], Ng, M.K.[Michael K.],
Iterative Methods for Phase Diversity-based Blind Deconvolution in Atmospheric Optics,
ICIP99(I:198-200).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Šimberová, S.[Stanislava], Suk, T.[Tomáš],
Digital processing of skylab X-ray images of the solar corona,
CAIP93(759-765).
Springer DOI Link 9309
BibRef

Biggs, D.S.C., and Andrews, M.,
Iterative Blind Deconvolution of Extended Objects,
ICIP97(II: 454-457).
IEEE DOI Link 9710
BibRef

Robini, M.C., Rastello, T., Vray, D., and Magnin, I.E.,
Space-Variant Deconvolution for Synthetic Aperture Imaging Using Simulated Annealing,
ICIP97(I: 432-435).
IEEE DOI Link BibRef 9700

Schulz, T.J.[Timothy J.], Miller, J.J., Stribling, B.E.,
Phase-error compensation through multiframe blind deconvolution,
ICIP96(III: 101-103).
IEEE DOI Link BibRef 9600

Nadar, M.S.[Miriappan S.], Hunt, B.R.[Bobby R.], Sheppard, D.G.[David G.],
Multiframe Poisson MAP deconvolution of astronomical images,
ICIP96(III: 109-111).
IEEE DOI Link BibRef 9600

Nadar, M.S., Hunt, B.R., Sementilli, P.J.,
A unified space decomposition formulation of iterative methods in image deconvolution,
ICIP94(I: 46-50).
IEEE DOI Link 9411
BibRef

Hawkins, W.G., Leichner, P.K.,
An intrinsic 3D Wiener filter for the deconvolution of spatially varying collimator blur,
ICIP94(II: 163-167).
IEEE DOI Link 9411
BibRef

Yang, Y.Y.[Yong-Yi], Galatsanos, N.P., Stark, H.,
Gradient-projection blind deconvolution,
ICIP94(III: 192-196).
IEEE DOI Link 9411
BibRef

Molina, R., Ripley, B.D., Cortijo, F.J.,
On the Bayesian deconvolution of planets,
ICPR92(III:147-150).
IEEE DOI Link 9208
BibRef

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Color, Multispectral, MultiChannel Restoration .