5.3 Image Restoration

Chapter Contents (Back)
Restoration. Image Restoration. Astronomy literature is another good source for restoration work. See also Image Processing Books. See also Astronomy Applications.

Linfoot, E.H.,
Contrast Transmission Functions at Low Spatial Frequencies,
Optica Acta(6), No. 4, October 1959, pp. 387-404. BibRef 5910

Tamches, I.,
The theory and application of electronic moiré patterns,
PR(2), No. 1, January 1970, pp. 53-54.
WWW Version. 0309
Simple way to optically detect repetitive signals buried in noise. BibRef

Barnes, C.W.,
Object Restoration in a Diffraction Limited Imaging System,
JOSA(56), 1966, pp. 575-576. BibRef 6600

Müller, P.F., Reynolds, G.O.,
Image Restoration by Removal of Random-Media Degradations,
JOSA(57), No. 11, November 1967, pp. 1338-1345. BibRef 6711

Yu, F.T.S.,
Image Restoration, Uncertainty, and Information,
AppOpt(8), No. 1, January 1969, pp. 53. BibRef 6901

Boulter, J.F.,
Interactive Digital Image Restoration and Enhancement,
CGIP(11), No. 4, December 1979, pp. 301-312.
WWW Version. BibRef 7912

Frieden, B.R.,
Statistical Models for the Image Restoration Problem,
CGIP(12), No. 1, January 1980, pp. 40-59.
WWW Version. BibRef 8001

Jain, A.K., and Angel, E.,
Image Restoration, Modelling, and Reduction of Dimensionality,
TC(23), No. 5, May 1974, pp. 470-476. BibRef 7405

Sondhi, M.M.,
Image Restoration: The Removal of Spatially Invariant Degradations,
PIEEE(60), No. 7, July 1972, pp. 842-853. BibRef 7207

Anderson, C.L., and Netravali, A.N.,
Image Restoration Based on a Subjective Criterion,
SMC(6), December 1976, pp. 845-853. BibRef 7612

Ostrem, J.S., and Falconer, D.G.,
A Differential Operator Technique for Restoring Degraded Signals and Images,
PAMI(3), No. 3, May 1981, pp. 278-284. BibRef 8105

Stuller, J.A., McGillem, C.D.,
Correction of a Statement in Digital Picture Processing,
CVGIP(22), No. 3, June 1983, pp. 409.
WWW Version. BibRef 8306

Zhou, Y.T., Chellappa, R., and Jenkins, B.K.,
Image Restoration Using a Neural Network,
ASSP(36), July 1988, pp. 1141-1151. BibRef 8807

Meinel, E.S.,
Origins of linear and nonlinear recursive restoration algorithms,
JOSA-A(3), 1986, pp. 787-799. BibRef 8600

Aravena, J.L., and Porter, W.A.,
One-Dimensional Scan Selection for Two-Dimensional Signal Restoration,
PAMI(8), No. 2, March 1986, pp. 282-284. BibRef 8603

Murray, D.W., Kashko, A., Buxton, H.,
A Parallel Approach to the Picture Restoration Algorithm of Geman and Geman on an SIMD Machine,
IVC(4), No. 3, August 1986, pp. 133-142.
WWW Version. See also Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images. BibRef 8608

Cai, Z.,
Restoration of Binary Images Using Contour Direction Chain Codes Description,
CVGIP(41), No. 1, January 1988, pp. 101-106.
WWW Version. BibRef 8801

Bumbaca, F.[Federico], Smith, K.C.[Kennety C.],
A Practical Approach to Image Restoration for Computer Vision,
CVGIP(42), No. 2, May 1988, pp. 220-233.
WWW Version. BibRef 8805

Gidas, B.,
A Renormalization Group Approach to Image Processing Problems,
PAMI(11), No. 2, February 1989, pp. 164-180.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 8902

Wang, Y.M.[Yuan Mei], and Lu, W.X.[Wei Xue],
Multicriterion Image Reconstruction and Implementation,
CVGIP(46), No. 1, April 1989, pp. 131-135.
WWW Version. BibRef 8904

Cocozza-Thivent, C.[Christiane], Bekkhoucha, A.[Abdelkrim],
Estimation in Pickard Random Fields and Application to Image Processing,
PR(26), No. 5, May 1993, pp. 747-761.
WWW Version. 0401
BibRef

Bhatt, M.R., Desai, U.B.,
Robust Image Restoration Algorithm Using Markov Random Field Model,
GMIP(56), No. 1, January 1994, pp. 61-yy. BibRef 9401

Nanda, P.K., Desai, U.B., Poonacha, P.G.,
Joint parameter estimation and restoration using MRF models and homotopy continuation method,
ICIP94(II: 705-709).
IEEE DOI Link 9411
BibRef

Nanda, P.K., Kumar, K. .S.I.[K. Sun-Il], Ghokale, S., Desai, U.B.,
A multiresolution approach to color image restoration and parameter estimation using homotopy continuation method,
ICIP95(II: 45-48).
IEEE DOI Link 9510
BibRef

Terebizh, V.Y.,
Occamian Approach in the Image Restoration and Other Inverse Problems,
IJIST(6), No. 4, Winter 1995, pp. 358-369. BibRef 9500

Azencott, R., Chalmond, B., Wang, J.P.,
Transfer-Function Estimation, Film Fusion and Image Restoration,
GMIP(58), No. 1, January 1996, pp. 65-74. BibRef 9601

Zhang, B., Shirazi, M.N., Noda, H.,
Blind Restoration of Degraded Binary Markov Random-Field Images,
GMIP(58), No. 1, January 1996, pp. 90-98. BibRef 9601

Li, Y.Y., Santosa, F.,
A Computational Algorithm for Minimizing Total Variation in Image Restoration,
IP(5), No. 6, June 1996, pp. 987-995.
IEEE DOI Link 9607
BibRef

Guan, L.,
An Optimal Neuron Evolution Algorithm for Constrained Quadratic-Programming in Image Restoration,
SMC-A(26), No. 4, July 1996, pp. 513-518.
IEEE Top Reference. 9607
BibRef

Taratorin, A.M., Sideman, S.,
Constrained Regularized Image Restoration Using Projection on a Set of Regularized Solutions,
TSP(44), No. 6, June 1996, pp. 1547-1548. 9607
BibRef

Sun, Y.[Yi], Li, J.G.[Jie-Gu], Yu, S.Y.[Song-Yu],
Improvement on performance of modified Hopfield neural network for image restoration,
IP(4), No. 5, May 1995, pp. 688-692.
IEEE DOI Link 0402
BibRef

Sundaram, R., Ersoy, O.K.,
Partitioning of Hopfield Networks and Its Application to Image Restoration,
OptEng(35), No. 8, August 1996, pp. 2276-2285. 9609
BibRef

Faisal, M., Lanterman, A.D., Snyder, D.L.[Donald L.], and White, R.L.,
Implementation of a Modified Richardson-Lucy Method for Image Restoration on a Massively Parallel Computer to Compensate for Space-Variant Point Spread of a Charge-Coupled-Device Camera,
JOSA-A(12), No. 12, December 1995, pp. 2593. 9702
See also Bayesian-Based Iterative Method of Image Restoration. BibRef

Snyder, D.L.[Donald L.],
Image Recovery from Correlations,
JOSA-A(9), No. 8, August 1992, pp. 1266-1272. 9702
BibRef

Snyder, D.L.[Donald L.], Hammoud, A., White, R.,
Image Recovery form Data Acquired with a Charge-Coupled Device Camera,
JOSA-A(10), No. 5, May 1993, pp. 1014-1023. BibRef 9305

Leahy, R.M., Goutis, C.E.,
An Optimal Technique for Constraint-Based Image Restoration and Reconstruction,
ASSP(34), 1986, pp. 1629-1642. BibRef 8600

Koufopavlou, O.G., Goutis, C.E.,
Image reconstruction on a special purpose array processor,
IVC(10), No. 7, September 1992, pp. 479-484.
WWW Version. 0401
BibRef

Sanz, J.L.C., Huang, T.S.,
Discrete and Continuous Band-Limited Signal Extrapolation,
ASSP(31), 1983, pp. 1276-1285. BibRef 8300

Geman, D., Yang, C.[Chengda],
Nonlinear image recovery with half-quadratic regularization,
IP(4), No. 7, July 1995, pp. 932-946.
IEEE DOI Link 0402
BibRef

Hebert, T.J., Lu, K.[Keming],
Expectation-maximization algorithms, null spaces, and MAP image restoration,
IP(4), No. 8, August 1995, pp. 1084-1095.
IEEE DOI Link 0402
BibRef

Sayrol, E., Nikias, C.L., Gasull, A.,
Image restoration using the W-slice method,
IP(4), No. 8, August 1995, pp. 1174-1181.
IEEE DOI Link 0402
BibRef

Jones, P.F., Aitken, G.J.M.,
Restoration of Images of Partially Obscured Objects,
JOSA-A(14), No. 5, May 1997, pp. 1015-1023. 9705
BibRef

Yang, Y.Y.[Yong-Yi], Galatsanos, N.P.,
Removal of Compression Artifacts Using Projections onto Convex Sets and Line Process Modeling,
IP(6), No. 10, October 1997, pp. 1345-1357.
IEEE DOI Link 9710
BibRef
Earlier:
Edge-preserving reconstruction of compressed images using projections and a divide-and-conquer strategy,
ICIP94(II: 535-539).
IEEE DOI Link 9411
BibRef

Haff, R.P., Schatzki, T.F.,
Image Restoration of Line Scanned X-Ray Images,
OptEng(36), No. 12, December 1997, pp. 3288-3296. 9801
BibRef

Verveer, P.J., Jovin, T.M.,
Image-Restoration Based on Goods Roughness Penalty with Application to Fluorescence Microscopy,
JOSA-A(15), No. 5, May 1998, pp. 1077-1083. 9805
BibRef

Morita, T., Tanaka, K.,
Cluster ZTP in the Recovery of an Image,
PRL(18), No. 14, December 1997, pp. 1479-1493. 9806
BibRef

Mollah, M.M., Yahagi, T.,
Estimation of 2-D Noncausal AR Parameters for Image-Restoration Using Genetic Algorithm,
IEICE(E81-A), No. 8, August 1998, pp. 1676-1682. 9809
BibRef

Wober, M.A.[Munib A.], Yang, Y.B.[Yi-Bing], Hajjahmad, I.[Ibrahim], Sunshine, L.E.[Lon E.], Reisch, M.L.[Michael L.],
Image noise reduction system using a wiener variant filter in a pyramid image representation,
US_Patent5,729,631, Mar 17, 1998
WWW Version. BibRef 9803

Nikolova, M.[Mila],
Markovian Reconstruction Using a GNC Approach,
IP(8), No. 9, September 1999, pp. 1204-1220.
IEEE DOI Link BibRef 9909
Earlier:
Regularisation Functions and Estimators,
ICIP96(II: 457-460).
IEEE DOI Link BibRef

Nikolova, M.,
Image restoration by minimizing objective functions with non-smooth data-fidelity terms,
LevelSet01(xx-yy). 0106
BibRef
And:
Smoothing of Outliers in Image Restoration by Minimizing Regularized Objective Functions with Nonsmooth Data-fidelity Terms,
ICIP01(I: 233-236).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Nikolova, M.[Mila],
Weakly Constrained Minimization: Application to the Estimation of Images and Signals Involving Constant Regions,
JMIV(21), No. 2, September 2004, pp. 155-175.
WWW Version. 0409
BibRef

Chan, T.F., Esedoglu, S., Nikolova, M.[Mila],
Finding the Global Minimum for Binary Image Restoration,
ICIP05(I: 121-124).
IEEE DOI Link 0512
BibRef

Nikolova, M.[Mila],
Counter-Examples for Bayesian MAP Restoration,
SSVM07(140-152).
Springer DOI Link 0705
BibRef

Nikolova, M.[Mila],
Semi-explicit Solution and Fast Minimization Scheme for an Energy with L1-Fitting and Tikhonov-Like Regularization,
JMIV(34), No. 1, May 2009, pp. xx-yy.
Springer DOI Link 0905
BibRef

Nikolova, M.[Mila],
Bounds on the Minimizers of (nonconvex) Regularized Least-Squares,
SSVM07(496-507).
Springer DOI Link 0705
BibRef

Durand, S., Nikolova, M.,
Stability of image restoration by minimizing regularized objective functions,
LevelSet01(xx-yy). 0106
BibRef

Durand, S.[Sylvain], Fadili, J.[Jalal], Nikolova, M.[Mila],
Multiplicative Noise Cleaning via a Variational Method Involving Curvelet Coefficients,
SSVM09(282-294).
Springer DOI Link 0906
BibRef

Nikolova, M.[Mila], Ng, M.K.[Michael K.], Zhang, S.Q.[Shu-Qin], Ching, W.K.[Wai-Ki],
Efficient Reconstruction Of Piecewise Constant Images Using Nonsmooth Nonconvex Minimization,
SIIMS(1), No. 1, 2008, pp. 2-25. image restoration; regularization; nonsmooth and nonconvex optimization; continuation; interior point method; unsupervised segmentation; inverse problems; deblurring; constrained optimization; graduated nonconvexity (GNC)
WWW Version.
WWW Version. BibRef 0800

Voss, K.[Klaus], Suesse, H.[Herbert], Ortmann, W.[Wolfgang], Baumbach, T.[Torsten],
Shift Detection by Restoration,
PR(32), No. 12, December 1999, pp. 2067-2068.
WWW Version. BibRef 9912
Earlier: A2, A1, A3, A4: CAIP99(33-40).
WWW Version. 9909
BibRef

Baumbach, T., Ortmann, W.,
Shift detection by restoration: Demonstrated by signal based point pattern matching,
CIAP99(310-315).
IEEE DOI Link 9909
BibRef

Hunt, B.R.[Bobby R.],
Prospects for image restoration,
Modern Physics C(5), 1994, pp. 151-178. BibRef 9400

Miller, C.[Casey], Hunt, B.R.[Bobby R.], Marcellin, M.W.[Michael W.], Neifeld, M.A.[Mark A.],
Image restoration with the Viterbi algorithm,
JOSA-A(17), No. 2, February 2000, pp. 265-275. 0002
BibRef

Miller, C., Hunt, B.R., Neifeld, M.A., and Marcellin, M.W.,
Binary Image Reconstruction via 2-D Viterbi Search,
ICIP97(I: 181-184).
IEEE DOI Link BibRef 9700

Li, S.Z.[Stan Z.],
Toward global solution to MAP image restoration and segmentation: Using Common Structure of Local Minima,
PR(33), No. 4, April 2000, pp. 715-723.
WWW Version. 0002
BibRef

Storvik, G., Dahl, G.,
Lagrangian-Based Methods for Finding MAP Solutions for MRF Models,
IP(9), No. 3, March 2000, pp. 469-479.
IEEE DOI Link 0003
BibRef

van Kempen, G.M.P.[Geert M. P.], van Vliet, L.J.[Lucas J.],
Background estimation in nonlinear image restoration,
JOSA-A(17), No. 3, March 2000, pp. 425-433. 0003
BibRef

Sigelle, M.[Marc],
A Cumulant Expansion Technique for Simultaneous Markov Random Field Image Restoration and Hyperparameter Estimation,
IJCV(37), No. 3, June 2000, pp. 275-293.
WWW Version. 0008
BibRef

Choy, S.O., Chan, Y.H., Siu, W.C.,
Image restoration by regularisation in uncorrelated transform domain,
VISP(147), No. 6, December 2000, pp. 587-594. 0101
BibRef

Nagorni, M.[Matthias], Hell, S.W.[Stefan W.],
Coherent use of opposing lenses for axial resolution increase. II. Power and limitation of nonlinear image restoration,
JOSA-A(18), No. 1, January 2001, pp. 49-54. 0101
BibRef

Markham, J.[Joanne], Conchello, J.A.[Jose-Angel],
Fast maximum-likelihood image-restoration algorithms for three-dimensional fluorescence microscopy,
JOSA-A(18), No. 5, May 2001, pp. 1062-1071. 0105
BibRef

Piccolomini, E.L.[E. Loli], Zama, F.,
Parallel Image Restoration with Domain Decomposition,
RealTimeImg(7), No. 1, February 2001, pp. 47-57.
WWW Version. 0106
BibRef

Idier, J.,
Convex half-quadratic criteria and interacting auxiliary variables for image restoration,
IP(10), No. 7, July 2001, pp. 1001-1009.
IEEE DOI Link 0108
BibRef

Pham, T.D.[Tuan D.],
An image restoration by fusion,
PR(34), No. 12, December 2001, pp. 2403-2411.
WWW Version. 0110
BibRef

Pham, T.D.,
Image Restoration by Ordinary Kriging with Convexity,
ICPR00(Vol III: 330-333).
IEEE DOI Link
HTML Version. 0009
BibRef

Pham, T.D.[Tuan D.],
Double Adaptive Filtering of Gaussian Noise Degraded Images,
SCIA07(848-857).
Springer DOI Link 0706
BibRef

Pham, T.D., Wagner, M.,
Image Restoration by Fuzzy Convex Ordinary Kriging,
ICIP00(Vol I: 113-116).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Pham, T.D.[Tuan D.], Eisenblatter, U.[Uwe],
A New Spatial Approach to Image Restoration,
IPTA08(1-8).
IEEE DOI Link 0811
BibRef

Unal, G.B., Cetin, A.E.,
Restoration of error-diffused images using projection onto convex sets,
IP(10), No. 12, December 2001, pp. 1836-1841.
IEEE DOI Link 0201
BibRef

Sotthivirat, S., Fessler, J.A.,
Image Recovery Using Partitioned-Separable Paraboloidal Surrogate Coordinate Ascent Algorithms,
IP(11), No. 3, March 2002, pp. 306-317.
IEEE DOI Link 0203
BibRef
Earlier:
Partitioned Separable Paraboloidal Surrogate Coordinate Ascent Algorithm for Image Restoration,
ICIP00(Vol I: 109-112).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Zhang, D.D.[David D.], Wang, Z.[Zhou],
Image information restoration based on long-range correlation,
CirSysVideo(12), No. 5, May 2002, pp. 331-341.
IEEE Top Reference. 0206
BibRef

Sequeira, R.E., Gubner, J.A., Saleh, B.E.A.,
Image detection under low-level illumination,
IP(2), No. 1, January 1993, pp. 18-26.
IEEE DOI Link 0402
BibRef

Remaki, L., Cheriet, M.,
Numerical Schemes of Shock Filter Models for Image Enhancement and Restoration,
JMIV(18), No. 2, March 2003, pp. 129-143.
WWW Version. 0301
BibRef

Kim, J.B.[Jong Bae], Kim, H.J.[Hang Joon],
GA-Based Image Restoration by Isophote Constraint Optimization,
JASP(2003), No. 3, March 2003, pp. 238.
HTML Version. 0304
BibRef

Malgouyres, F.,
Minimizing the total variation under a general convex constraint for image restoration,
IP(11), No. 12, December 2002, pp. 1450-1456.
IEEE DOI Link 0301
BibRef
Earlier:
Total variation based oversampling of noisy images,
ScaleSpace01(xx-yy). 0106
BibRef
Earlier:
Combining Total Variation and Wavelet Packet Approaches for Image Deblurring,
LevelSet01(xx-yy). 0106
BibRef

Malgouyres, F.,
Image Compression Through a Projection onto a Polyhedral Set,
JMIV(27), No. 2, February 2007, pp. 193-200.
Springer DOI Link 0704
BibRef

Malgouyres, F., Zeng, T.,
A Predual Proximal Point Algorithm Solving a Non Negative Basis Pursuit Denoising Model,
IJCV(83), No. 3, July 2009, pp. xx-yy.
Springer DOI Link 0904
BibRef

Woo, W.L., Khor, L.C.,
Blind restoration of nonlinearly mixed signals using multilayer polynomial neural network,
VISP(151), No. 1, February 2004, pp. 51-61.
IEEE Abstract. IEEE Top Reference. 0403
BibRef

Woo, W.L., Dlay, S.S.,
Regularised nonlinear blind signal separation using sparsely connected network,
VISP(152), No. 1, February 2005, pp. 61-73.
IEEE Abstract. IEEE Top Reference. 0501
BibRef

Woo, W.L., Dlay, S.S.,
Nonlinear blind source separation using a hybrid RBF-FMLP network,
VISP(152), No. 2, April 2005, pp. 173-183.
WWW Version. 0510
BibRef

Khor, L.C., Woo, W.L., Dlay, S.S.,
Nonlinear blind signal separation with intelligent controlled learning,
VISP(152), No. 3, June 2005, pp. 297-306.
WWW Version. 0510
BibRef

Wei, C., Woo, W.L., Dlay, S.S., Khor, L.C.,
Maximum a posteriori-based approach to blind nonlinear underdetermined mixture,
VISP(153), No. 4, August 2006, pp. 419-430.
WWW Version. 0705
BibRef

Pham, D.S.[Due Son], Zoubir, A.M.,
A sequential algorithm for robust parameter estimation,
SPLetters(12), No. 1, January 2005, pp. 21-24.
IEEE Abstract. IEEE Top Reference. 0501
BibRef

Rabie, T.,
Robust Estimation Approach for Blind Denoising,
IP(14), No. 11, November 2005, pp. 1755-1765.
IEEE DOI Link 0510
BibRef

Liao, Y., Lin, X.,
Blind Image Restoration With Eigen-Face Subspace,
IP(14), No. 11, November 2005, pp. 1766-1772.
IEEE DOI Link 0510
BibRef

Nadadur, D., Haralick, R.M., Gustafson, D.E.,
A Bayesian Framework for Noise Covariance Estimation Using the Facet Model,
IP(14), No. 11, November 2005, pp. 1902-1917.
IEEE DOI Link 0510
BibRef

Memon, N., Pal, A.,
Automated Reassembly of File Fragmented Images Using Greedy Algorithms,
IP(15), No. 2, February 2006, pp. 385-393.
IEEE DOI Link 0602
Pose as a graph problem, find the best ordering. BibRef

Zhu, D.[Daan], Razaz, M.[Moe], Fisher, M.[Mark],
An adaptive algorithm for image restoration using combined penalty functions,
PRL(27), No. 12, September 2006, pp. 1336-1341.
WWW Version. 0606
Gradient descent; Penalized likelihood; Combined penalty function; Regularization BibRef

Zhu, D.[Daan], Razaz, M., Lee, R.,
A robust regularised restoration algorithm based on Topkis-Veinott optimisation method,
ICPR04(IV: 705-708).
IEEE DOI Link 0409
BibRef
And:
A Landweber Algorithm for 3D Confocal Microscopy Restoration,
ICPR04(I: 552-555).
IEEE DOI Link 0409
BibRef

Esmer, G.B.[G. Bora], Uzunov, V.[Vladislav], Onural, L.[Levent], Ozaktas, H.M.[Haldun M.], Gotchev, A.[Atanas],
Diffraction field computation from arbitrarily distributed data points in space,
SP:IC(22), No. 2, February 2007, pp. 178-187.
WWW Version. 0704
Scalar optical diffraction; Plane wave decomposition; Pseudo-matrix inversion; Projection onto convex sets BibRef

Esmer, G.B.[G. Bora], Onural, L.[Levent], Ozaktas, H.M.[Haldun M.], Uzunov, V.[Vladislav], Gotchev, A.[Atanas],
Performance Assessment of A Diffraction Field Computation Method Based on Source Model,
3DTV08(257-260).
IEEE DOI Link 0805
BibRef

Esmer, G.B.[G. Bora], Uzunov, V.[Vladislav], Onural, L.[Levent], Gotchev, A.[Atanas], Ozaktas, H.M.[Haldun M.],
Reconstruction of Scalar Diffraction Field from Distributed Data Points Over 3D Space,
3DTV07(1-4).
IEEE DOI Link 0705
BibRef

Uzunov, V.[Vladislav], Esmer, G.B.[G. Bora], Gotchev, A.[Atanas], Onural, L.[Levent], Ozaktas, H.M.[Haldun M.],
Bessel Functions-Based Reconstruction of Non-Uniformly Sampled Diffraction Fields,
3DTV07(1-4).
IEEE DOI Link 0705
BibRef

Oommen, B.J.[B. John], Kim, S.W.[Sang-Woon], Horn, G.[Geir],
On the estimation of independent binomial random variables using occurrence and sequential information,
PR(40), No. 11, November 2007, pp. 3263-3276.
WWW Version. 0707
BibRef
Earlier:
On the Theory and Applications of Sequence Based Estimation of Independent Binomial Random Variables,
SSPR06(8-21).
Springer DOI Link 0608
Estimation using sequential information; Estimation of binomials; Fused estimation methods; Sequential information BibRef

Landi, G.,
A Truncated Lagrange Method for Total Variation-Based Image Restoration,
JMIV(27), No. 2, June 2007, pp. 113-123.
Springer DOI Link 0710
BibRef

Landi, G., Piccolomini, E.L.[E. Loli],
An Algorithm for Image Denoising with Automatic Noise Estimate,
JMIV(34), No. 1, May 2009, pp. xx-yy.
Springer DOI Link 0905
BibRef

Pan, P., Schonfeld, D.,
Image Reconstruction and Multidimensional Field Estimation From Randomly Scattered Sensors,
IP(17), No. 1, January 2008, pp. 94-99.
IEEE DOI Link 0712
Image reconstruction from photon-limited images and field estimation from scattered sensors. BibRef

Chaudhry, A.[Asmatullah], Khan, A.[Asifullah], Ali, A.[Asad], Mirza, A.M.[Anwar M.],
A hybrid image restoration approach: Using fuzzy punctual kriging and genetic programming,
IJIST(17), No. 4, 2007, pp. 224-231.
WWW Version. 0712
BibRef

Hussain, A.[Ayyaz], Jaffar, M.A.[M. Arfan], Siddiqui, A.B.[Abdul Basit], Nazir, M.[Muhammad], Mirza, A.M.[Anwar M.],
Modified Histogram Based Fuzzy Filter,
MIRAGE09(277-284).
Springer DOI Link 0905
BibRef

Gan, T., He, Y., Zhu, W.,
Fast M-Term Pursuit for Sparse Image Representation,
SPLetters(15), No. 1, January 2008, pp. 116-119.
IEEE DOI Link 0801
Extension of matching pursuit, but much faster. BibRef

Li, F.[Fang], Shen, C.M.[Chao-Min], Fan, J.S.[Jing-Song], Shen, C.L.[Chun-Li],
Image restoration combining a total variational filter and a fourth-order filter,
JVCIR(18), No. 4, August 2007, pp. 322-330.
WWW Version. 0711
Image restoration; Total variation; Fourth-order filter; BV space; BV2 space BibRef

Li, F.[Fang], Shen, C.M.[Chao-Min], Shen, C.L.[Chun-Li], Zhang, G.X.[Gui-Xu],
Variational denoising of partly textured images,
JVCIR(20), No. 4, May 2009, pp. 293-300.
Elsevier DOI Link
WWW Version. 0905
Variational denoising; Total variation; Texture detecting function; Local feature BibRef

Bao, P.[Paul], Hong, S.W.[Sung-Wai],
Image Restoration Based on Generalized Finite Automata Encoded Edge Preserving Regularization,
IJIG(2), No. 3, July 2002, pp. 425-439. 0207
BibRef

Wang, Y.L.[Yi-Lun], Yang, J.F.[Jun-Feng], Yin, W.T.[Wo-Tao], Zhang, Y.[Yin],
A New Alternating Minimization Algorithm For Total Variation Image Reconstruction,
SIIMS(1), No. 3, 2008, pp. 248-272.
WWW Version.
WWW Version. half-quadratic; image deblurring; isotropic total variation; fast Fourier transform BibRef 0800

Yang, J.F.[Jun-Feng], Yin, W.T.[Wo-Tao], Zhang, Y.[Yin], Wang, Y.L.[Yi-Lun],
A Fast Algorithm For Edge-Preserving Variational Multichannel Image Restoration,
SIIMS(2), No. 2, 2009, pp. 569-592.
WWW Version.
WWW Version. half-quadratic; cross-channel; image deblurring; total variation; fast Fourier transform BibRef 0900

Goldfarb, D.[Donald], Wen, Z.W.[Zai-Wen], Yin, W.T.[Wo-Tao],
A Curvilinear Search Method For P-Harmonic Flows On Spheres,
SIIMS(2), No. 1, 2009, pp. 84-109.
WWW Version.
WWW Version. energy minimization; p-harmonic maps; p-harmonic flows; finite difference; curvilinear search; global convergence; chromaticity denoising BibRef 0900

Zheng, Y.J.[Yuan-Jie], Lin, S.[Stephen], Kambhamettu, C.[Chandra], Yu, J.Y.[Jing-Yi], Kang, S.B.[Sing Bing],
Single-Image Vignetting Correction,
PAMI(31), No. 12, December 2009, pp. 2243-2256.
IEEE DOI Link 0911
BibRef
Earlier: A1, A4, A5, A2, A3:
Single-image vignetting correction using radial gradient symmetry,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef
Earlier: A1, A4, A3, Only: CVPR06(I: 461-468).
IEEE DOI Link 0606
BibRef

Tammana, G.A., Zheng, Y.F.,
Image Denoising using Multi-Resolution Coefficient Support Based Empirical Wiener Filtering,
ICIP06(2613-2616). 0610

IEEE DOI Link BibRef

Zheng, Y.J.[Yuan-Jie], Kambhamettu, C.[Chandra], Lin, S.[Stephen],
Single-image optical center estimation from vignetting and tangential gradient symmetry,
CVPR09(2058-2065).
IEEE DOI Link 0906
BibRef

Guidara, R., Hosseini, S., Deville, Y.,
Maximum Likelihood Blind Image Separation Using Nonsymmetrical Half-Plane Markov Random Fields,
IP(18), No. 11, November 2009, pp. 2435-2450.
IEEE DOI Link 0911
Separating mixtures of images. BibRef

Barbu, A.[Adrian],
Training an Active Random Field for Real-Time Image Denoising,
IP(18), No. 11, November 2009, pp. 2451-2462.
IEEE DOI Link 0911
BibRef
And:
Learning real-time MRF inference for image denoising,
CVPR09(1574-1581).
IEEE DOI Link 0906
Train MRF to perform well with suboptimal inference (i.e. not full maximum a posteriori estimation). BibRef


An, Z.J.[Zhi-Juan],
Fast subspace estimation with Rayleigh-Ritz approximation and multi-stage Wiener filter,
IASP09(381-385).
IEEE DOI Link 0904
BibRef

Setzer, S.[Simon],
Split Bregman Algorithm, Douglas-Rachford Splitting and Frame Shrinkage,
SSVM09(464-476).
Springer DOI Link 0906
Variational method for denoising BibRef

Gao, Y.[Yan], Chan, K.L.[Kap Luk], Yau, W.Y.[Wei-Yun],
Manifold denoising with Gaussian Process Latent Variable Models,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Zeng, T.Y.[Tie-Yong],
Incorporating known features into a total variation dictionary model for source separation,
ICIP08(577-580).
IEEE DOI Link 0810
BibRef

Shi, J.N.[Jia-Ning], Osher, S.J.[Stanley J.],
A Nonlinear Inverse Scale Space Method For A Convex Multiplicative Noise Model,
SIIMS(1), No. 3, 2008, pp. 294-321. inverse scale space; total variation; multiplicative noise; denoising; Bregman distance
WWW Version.
WWW Version. BibRef 0800

Tanaka, M.[Masayuki], Okutomi, M.[Masatoshi],
Locally adaptive learning for translation-variant MRF image priors,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Hasinoff, S.W.[Samuel W.], Kutulakos, K.N.[Kiriakos N.],
Light-Efficient Photography,
ECCV08(IV: 45-59).
Springer DOI Link 0810
BibRef
Earlier:
A Layer-Based Restoration Framework for Variable-Aperture Photography,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Christiansen, O.,
Time-Frequency Analysis and its Applications in Denoising,
Ph.D.Thesis, 2002, Department of Informatics, University of Bergen, Norway. BibRef 0200

Miao, L.[Lidan], Qi, H.R.[Hai-Rong],
A Blind Source Separation Perspective on Image Restoration,
CVPR07(1-7).
IEEE DOI Link 0706
BibRef

Loog, M.[Marco],
Generic Blind Source Separation Using Second-Order Local Statistics,
SSPR06(844-852).
Springer DOI Link 0608
BibRef

Gerace, I.,
Solving the Sparse Data Image Restoration Problem by Local Minimization,
ICIP05(III: 321-324).
IEEE DOI Link 0512
BibRef

Wu, X.J.[Xian-Jin], Wang, R.S.[Run-Sheng], Wang, C.[Cheng],
Regularized image restoration based on adaptively selecting parameter and operator,
ICPR04(III: 662-665).
IEEE DOI Link 0409
BibRef

Gutierrez, J., Malo, J., Ferri, F.J.,
Perceptual regularization functionals for natural image restoration,
ICIP03(II: 989-992).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Ben Hamza, A., Krim, H.[Hamid],
Towards a Unified View of Estimation: Variational vs Statistical,
ICIP01(II: 577-580).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Devcic, Z., Loncaric, S.,
Blind Restoration of Space-invariant Image Degradations in the Singular Value Decomposition Domain,
ICIP01(II: 49-52).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Rao, K.D.[K. Deergha], Swamy, M.N.S., Plotkin, E.I.,
Image Restoration Using an Hybrid Approach Based on DWT and SMKF,
ICIP01(I: 249-252).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Fan, L.X.[Li-Xin], Sung, K.K.[Kah Kay],
Towards Statistical Image Restoration: Perceptual Grouping as Regularizing Operators,
PercOrg01(xx-yy). 0106
BibRef

Ishwar, P.[Prakash], Moulin, P.[Pierre],
Shift Invariant Restoration: An Overcomplete Maxent MAP Framework,
ICIP00(Vol III: 270-272).
IEEE Abstract. IEEE Top Reference. 0008
BibRef
Earlier: Ishwar, P.[Prakash], Moulin, P.[Pierre],
Multiple-Domain Image Modeling and Restoration,
ICIP99(I:362-366).
IEEE Abstract. IEEE Top Reference. BibRef

Haseyama, M., Takezawa, M., Kitajima, H.,
An Image Restoration Method Using IFS,
ICIP00(Vol III: 774-777).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Fridrich, J.[Jiri], Goljan, M.[Miroslav],
Images with Self-Correcting Capabilities,
ICIP99(III:792-796).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Inoue, J.I.,
Image restoration using quantum fluctuation,
CIAP99(130-135).
IEEE DOI Link 9909
BibRef

Murli, A., d'Amore, L., de Simone, V.,
The Wiener filter and regularization methods for image restoration problems,
CIAP99(394-399).
IEEE DOI Link 9909
BibRef

Herzog, A.[Andreas], Krell, G.[Gerald], Michaelis, B.[Bernd], Wang, J.Z.[Ji-Zhong], Zuschratter, W.[Werner], Braun, K.[Katharina],
Three-dimensional quasi-binary image restoration for confocal microscopy and its application to dendritic trees,
CAIP97(114-121).
WWW Version. 9709
BibRef

Barakat, V., Guilpart, B., Goutte, R., and Prost, R.,
Model-Based Tikhonov-Miller Image Restoration,
ICIP97(I: 310-313).
IEEE DOI Link BibRef 9700

Suthaharan, S., and Zhang, Z.W.[Zhong-Wei],
SNR Optimization Using Genetic Algorithm,
ICIP97(I: 295-297).
IEEE DOI Link 9710
BibRef

Chen, Y.W.[Yen-Wei], Nakao, Z., Fang, X.[Xue], Tamura, S.,
A Parallel Genetic Algorithm for Image Restoration and Its Performance,
ICPR96(IV: 694-698).
IEEE DOI Link 9608
(Univ. of the Ryukyus, J) BibRef

Lasakul, A., Atsuta, K., Kondo, S.,
A Theory of Image Restoration for Linear Spatial Degradation Using Mulitresolution Analysis,
ICPR96(II: 422-426).
IEEE DOI Link 9608
(Tokai Univ., J) BibRef

Ibrahim, H.M.[Hosny M.], Gharieb, R.R.,
Two-dimensional cumulant-based adaptive enhancer,
ICIP96(I: 789-792).
IEEE DOI Link BibRef 9600

Hirani, A.N.[Anil N.], Totsuka, T.[Takashi],
Dual domain interactive image restoration: basic algorithm,
ICIP96(I: 797-800).
IEEE DOI Link BibRef 9600

Cohen, H.A.[Harvey A.],
Image restoration via N-nearest neighbour classification,
ICIP96(I: 1005-1008).
IEEE DOI Link BibRef 9600

Koivunen, V.[Visa], Kassam, S.A.,
Covariance estimation in multivariate OS-filtering,
ICIP96(I: 981-984).
IEEE DOI Link BibRef 9600

Lau, D.L., Arce, G.R., Gallagher, Jr., N.C.[Neal C.],
Robust Image Wavelet Shrinkage for Denoising,
ICIP96(I: 371-374).
IEEE DOI Link BibRef 9600

Schonfeld, D., Qiao, Y.[Yi],
A new stochastic projection-based image recovery method,
ICIP95(I: 466-469).
IEEE DOI Link 9510
BibRef

Grigorian, A.[Artiom],
New models of image restoration,
CAIP95(509-514).
Springer DOI Link 9509
BibRef

Maitre, H.,
A General Scheme for Signal Restoration with Application to Picture Processing,
PRIP81(430-432). BibRef 8100

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Image Restoration -- General, Survey, Evaluations .


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