-
1
-
-
33846050910
-
-
Philadelphia, PA, USA: SIAM
-
P. C. Hansen, J. G. Nagy, and D. P. O'Leary, Deblurring Images:Matrices, Spectra, and Filtering, 1st ed. Philadelphia, PA, USA: SIAM,2006.
-
(2006)
Deblurring Images:Matrices, Spectra, and Filtering, 1st Ed
-
-
Hansen, P.C.1
Nagy, J.G.2
O'Leary, D.P.3
-
2
-
-
33846063791
-
Improved image deblurring with anti-reflective boundary conditions andre-blurring
-
M. Donatelli, C. Estatico, A. Martinelli, and S. Serra-Capizzano,"Improved image deblurring with anti-reflective boundary conditions andre-blurring," Inverse Problems, vol. 22, no. 6, p. 2035, 2006.
-
(2006)
Inverse Problems
, vol.22
, Issue.6
, pp. 2035
-
-
Donatelli, M.1
Estatico, C.2
Martinelli, A.3
Serra-Capizzano, S.4
-
3
-
-
34249671661
-
-
Jun.
-
M. Elad, P. Milanfar, and R. Rubinstein, "Analysis versus synthesis insignal priors," Inverse Problems, vol. 23, no. 3, pp. 947-968, Jun. 2007.
-
(2007)
Analysis Versus Synthesis Insignal Priors Verse Problems
, vol.23
, Issue.3
, pp. 947-968
-
-
Elad, M.1
Milanfar, P.2
Rubinstein, R.3
-
4
-
-
85032751460
-
L1-L2 optimization in signal and imageprocessing
-
May
-
M. Zibulevsky and M. Elad, "L1-L2 optimization in signal and imageprocessing," IEEE Signal Process. Mag., vol. 27, no. 3, pp. 76-88,May 2010.
-
(2010)
IEEE Signal Process. Mag.
, vol.27
, Issue.3
, pp. 76-88
-
-
Zibulevsky, M.1
Elad, M.2
-
5
-
-
76849086040
-
Variational Bayesian image restoration with a product of spatiallyweighted total variation image priors
-
Feb.
-
G. Chantas, N. P. Galatsanos, R. Molina, and A. K. Katsaggelos,"Variational Bayesian image restoration with a product of spatiallyweighted total variation image priors," IEEE Trans. Image Process.,vol. 19, no. 2, pp. 351-362, Feb. 2010.
-
(2010)
IEEE Trans. Image Process.
, vol.19
, Issue.2
, pp. 351-362
-
-
Chantas, G.1
Galatsanos, N.P.2
Molina, R.3
Katsaggelos, A.K.4
-
6
-
-
85012251675
-
A new alternating minimizationalgorithm for total variation image reconstruction
-
Aug.
-
Y. Wang, J. Yang, W. Yin, and Y. Zhang, "A new alternating minimizationalgorithm for total variation image reconstruction," SIAMJ. Imag. Sci., vol. 1, no. 3, pp. 248-272, Aug. 2008.
-
(2008)
SIAMJ. Imag. Sci.
, vol.1
, Issue.3
, pp. 248-272
-
-
Wang, Y.1
Yang, J.2
Yin, W.3
Zhang, Y.4
-
7
-
-
67349204846
-
Adaptivetotal variation image deblurring: A majorization-minimizationapproach
-
J. P. Oliveira, J. M. Bioucas-Dias, and M. A. T. Figueiredo, "Adaptivetotal variation image deblurring: A majorization-minimizationapproach," Signal Process., vol. 89, no. 9, pp. 1683-1693, 2009.
-
(2009)
Signal Process
, vol.89
, Issue.9
, pp. 1683-1693
-
-
Oliveira, J.P.1
Bioucas-Dias, J.M.2
Figueiredo, M.A.T.3
-
8
-
-
56749176252
-
Non-local regularization ofinverse problems
-
Oct.
-
G. Peyré, S. Bougleux, and L. Cohen, "Non-local regularization ofinverse problems," in Proc. 10th Eur. Conf. Comput. Vis. (ECCV),Oct. 2008, pp. 57-68.
-
(2008)
Proc. 10th Eur. Conf. Comput. Vis. (ECCV)
, pp. 57-68
-
-
Peyré, G.1
Bougleux, S.2
Cohen, L.3
-
9
-
-
78149463074
-
-
SIAM J.Imag. Sci.
-
X. Zhang, M. Burger, X. Bresson, and S. Osher, "Bregmanized nonlocalregularization for deconvolution and sparse reconstruction," SIAM J.Imag. Sci., vol. 3, no. 3, pp. 253-276, 2010.
-
(2010)
Bregmanized Nonlocalregularization For Deconvolution And Sparse Reconstruction
, vol.3
, Issue.3
, pp. 253-276
-
-
Zhang, X.1
Burger, M.2
Bresson, X.3
Osher, S.4
-
10
-
-
41849138999
-
Deblurring using regularizedlocally adaptive kernel regression
-
Apr.
-
H. Takeda, S. Farsiu, and P. Milanfar, "Deblurring using regularizedlocally adaptive kernel regression," IEEE Trans. Image Process., vol. 17,no. 4, pp. 550-563, Apr. 2008.
-
(2008)
IEEE Trans. Image Process.
, vol.17
, Issue.4
, pp. 550-563
-
-
Takeda, H.1
Farsiu, S.2
Milanfar, P.3
-
11
-
-
0742286341
-
ForWaRD: Fourierwaveletregularized deconvolution for ill-conditioned systems
-
Feb.
-
R. N. Neelamani, H. Choi, and R. Baraniuk, "ForWaRD: Fourierwaveletregularized deconvolution for ill-conditioned systems," IEEE Trans. Signal Process., vol. 52, no. 2, pp. 418-433, Feb. 2004.
-
(2004)
IEEE Trans. Signal Process.
, vol.52
, Issue.2
, pp. 418-433
-
-
Neelamani, R.N.1
Choi, H.2
Baraniuk, R.3
-
12
-
-
84873906242
-
Nonlocally centralized sparserepresentation for image restoration
-
Apr.
-
W. Dong, L. Zhang, G. Shi, and X. Li, "Nonlocally centralized sparserepresentation for image restoration," IEEE Trans. Image Process.,vol. 22, no. 4, pp. 1620-1630, Apr. 2013.
-
(2013)
IEEE Trans. Image Process.
, vol.22
, Issue.4
, pp. 1620-1630
-
-
Dong, W.1
Zhang, L.2
Shi, G.3
Li, X.4
-
13
-
-
84856679324
-
Hessian-based normregularization for image restoration with biomedical applications
-
Mar.
-
S. Lefkimmiatis, A. Bourquard, and M. Unser, "Hessian-based normregularization for image restoration with biomedical applications," IEEE Trans. Image Process., vol. 21, no. 3, pp. 983-995, Mar. 2012.
-
(2012)
IEEE Trans. Image Process.
, vol.21
, Issue.3
, pp. 983-995
-
-
Lefkimmiatis, S.1
Bourquard, A.2
Unser, M.3
-
14
-
-
80054805330
-
Example-drivenmanifold priors for image deconvolution
-
Nov.
-
J. Ni, P. Turaga, V. M. Patel, and R. Chellappa, "Example-drivenmanifold priors for image deconvolution," IEEE Trans. Image Process.,vol. 20, no. 11, pp. 3086-3096, Nov. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.11
, pp. 3086-3096
-
-
Ni, J.1
Turaga, P.2
Patel, V.M.3
Chellappa, R.4
-
15
-
-
84857432558
-
Image restoration by matching gradient distributions
-
Apr.
-
T. S. Cho, C. L. Zitnick, N. Joshi, S. B. Kang, R. Szeliski, andW. T. Freeman, "Image restoration by matching gradient distributions,"IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 4, pp. 683-694,Apr. 2012.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.4
, pp. 683-694
-
-
Cho, T.S.1
Zitnick, C.L.2
Joshi, N.3
Kang, S.B.4
Szeliski, R.5
Freeman, W.T.6
-
16
-
-
34547760736
-
Image denoisingby sparse 3-D transform-domain collaborative filtering
-
Aug.
-
K. Dabov, A. Foi, V. Katkovnik, and K. Egiazarian, "Image denoisingby sparse 3-D transform-domain collaborative filtering," IEEE Trans.Image Process., vol. 16, no. 8, pp. 2080-2095, Aug. 2007.
-
(2007)
IEEE Trans.Image Process.
, vol.16
, Issue.8
, pp. 2080-2095
-
-
Dabov, K.1
Foi, A.2
Katkovnik, V.3
Egiazarian, K.4
-
17
-
-
79952950936
-
Fine-granularity and spatially-adaptive regularization forprojection-based image deblurring
-
Apr.
-
X. Li, "Fine-granularity and spatially-adaptive regularization forprojection-based image deblurring," IEEE Trans. Image Process.,vol. 20, no. 4, pp. 971-983, Apr. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.4
, pp. 971-983
-
-
Li, X.1
-
18
-
-
84859024326
-
BM3D frames andvariational image deblurring
-
Apr.
-
A. Danielyan, V. Katkovnik, and K. Egiazarian, "BM3D frames andvariational image deblurring," IEEE Trans. Image Process., vol. 21,no. 4, pp. 1715-1728, Apr. 2012.
-
(2012)
IEEE Trans. Image Process.
, vol.21
, Issue.4
, pp. 1715-1728
-
-
Danielyan, A.1
Katkovnik, V.2
Egiazarian, K.3
-
19
-
-
34547674830
-
Image and depthfrom a conventional camera with a coded aperture
-
Jul. Art. ID 70
-
A. Levin, R. Fergus, F. Durand, and W. T. Freeman, "Image and depthfrom a conventional camera with a coded aperture," ACM Trans. Graph.,vol. 26, no. 3, Jul. 2007, Art. ID 70.
-
(2007)
ACM Trans. Graph.
, vol.26
, Issue.3
-
-
Levin, A.1
Fergus, R.2
Durand, F.3
Freeman, W.T.4
-
20
-
-
84858712496
-
Fast image deconvolution using hyperlaplacianpriors
-
Red Hook, NY, USA: Curran Associates
-
D. Krishnan and R. Fergus, "Fast image deconvolution using hyperlaplacianpriors," in Advances in Neural Information Processing Systems22. Red Hook, NY, USA: Curran Associates, 2009, pp. 1033-1041.
-
(2009)
Advances in Neural Information Processing Systems
, vol.22
, pp. 1033-1041
-
-
Krishnan, D.1
Fergus, R.2
-
21
-
-
49249129313
-
-
ACM Trans. Graph. Aug. Art. ID 74
-
L. Yuan, J. Sun, L. Quan, and H.-Y. Shum, "Progressive inter-scale andintra-scale non-blind image deconvolution," ACM Trans. Graph., vol. 27,no. 3, Aug. 2008, Art. ID 74.
-
(2008)
Progressive Inter-scale Andintra-scale Non-blind Image Deconvolution
, vol.27
, Issue.3
-
-
Yuan, L.1
Sun, J.2
Quan, L.3
Shum, H.-Y.4
-
22
-
-
49249099286
-
High-quality motion deblurringfrom a single image
-
Aug. Art. ID 73
-
Q. Shan, J. Jia, and A. Agarwala, "High-quality motion deblurringfrom a single image," ACM Trans. Graph., vol. 27, no. 3, pp. 1-10,Aug. 2008, Art. ID 73.
-
(2008)
ACM Trans. Graph.
, vol.27
, Issue.3
, pp. 1-10
-
-
Shan, Q.1
Jia, J.2
Agarwala, A.3
-
23
-
-
67349199594
-
Local and nonlocal discreteregularization on weighted graphs for image and mesh processing
-
S. Bougleux, A. Elmoataz, and M. Melkemi, "Local and nonlocal discreteregularization on weighted graphs for image and mesh processing,"Int. J. Comput. Vis., vol. 84, no. 2, pp. 220-236, 2009.
-
(2009)
Int. J. Comput. Vis.
, vol.84
, Issue.2
, pp. 220-236
-
-
Bougleux, S.1
Elmoataz, A.2
Melkemi, M.3
-
24
-
-
76249091081
-
Patch-based nonlocal functional for denoising fluorescencemicroscopy image sequences
-
Feb.
-
J. Boulanger, C. Kervrann, P. Bouthemy, P. Elbau, J.-B. Sibarita, andJ. Salamero, "Patch-based nonlocal functional for denoising fluorescencemicroscopy image sequences," IEEE Trans. Med. Imag., vol. 29, no. 2,pp. 442-454, Feb. 2010.
-
(2010)
IEEE Trans. Med. Imag.
, vol.29
, Issue.2
, pp. 442-454
-
-
Boulanger, J.1
Kervrann, C.2
Bouthemy, P.3
Elbau, P.4
Sibarita, J.-B.5
Salamero, J.6
-
25
-
-
41549098470
-
Nonlocal linear image regularization andsupervised segmentation
-
G. Gilboa and S. Osher, "Nonlocal linear image regularization andsupervised segmentation," Multiscale Model. Simul., vol. 6, no. 2,pp. 595-630, 2007.
-
(2007)
Multiscale Model. Simul.
, vol.6
, Issue.2
, pp. 595-630
-
-
Gilboa, G.1
Osher, S.2
-
26
-
-
57049132103
-
Nonlocal operators with applications to imageprocessing
-
G. Gilboa and S. Osher, "Nonlocal operators with applications to imageprocessing," Multiscale Model. Simul., vol. 7, no. 3, pp. 1005-1028,2008.
-
(2008)
Multiscale Model. Simul.
, vol.7
, Issue.3
, pp. 1005-1028
-
-
Gilboa, G.1
Osher, S.2
-
27
-
-
84892994454
-
Perturbation of the eigenvectors of the graphlaplacian: Application to image denoising
-
F. G. Meyer and X. Shen, "Perturbation of the eigenvectors of the graphlaplacian: Application to image denoising," Appl. Comput. Harmon.Anal., vol. 36, no. 2, pp. 326-334, 2014.
-
(2014)
Appl. Comput. Harmon.Anal.
, vol.36
, Issue.2
, pp. 326-334
-
-
Meyer, F.G.1
Shen, X.2
-
28
-
-
50949129496
-
Regularization ongraphs with function-adapted diffusion processes
-
Jun.
-
A. D. Szlam, M. Maggioni, and R. R. Coifman, "Regularization ongraphs with function-adapted diffusion processes," J. Mach. Learn. Res.,vol. 9, pp. 1711-1739, Jun. 2008.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1711-1739
-
-
Szlam, A.D.1
Maggioni, M.2
Coifman, R.R.3
-
30
-
-
84880302753
-
A fast algorithm for matrix balancing
-
P. A. Knight and D. Ruiz, "A fast algorithm for matrix balancing,"IMA J. Numer. Anal., vol. 33, pp. 1029-1047, 2013.
-
(2013)
IMA J. Numer. Anal.
, vol.33
, pp. 1029-1047
-
-
Knight, P.A.1
Ruiz, D.2
-
32
-
-
84875893922
-
-
SIAM J. Imag. Sci.
-
P. Milanfar, "Symmetrizing smoothing filters," SIAM J. Imag. Sci., vol. 6,no. 1, pp. 263-284, 2013.
-
(2013)
Symmetrizing Smoothing Filters
, vol.6
, Issue.1
, pp. 263-284
-
-
Milanfar, P.1
-
33
-
-
84972533495
-
Concerning nonnegative matrices anddoubly stochastic matrices
-
P. Knopp and R. Sinkhorn, "Concerning nonnegative matrices anddoubly stochastic matrices," Pacific J. Math., vol. 21, no. 2, pp. 343-348,1967.
-
(1967)
Pacific J. Math.
, vol.21
, Issue.2
, pp. 343-348
-
-
Knopp, P.1
Sinkhorn, R.2
-
34
-
-
85032751310
-
The emerging field of signal processing on graphs:Extending high-dimensional data analysis to networks and other irregulardomains
-
May
-
D. I. Shuman, S. K. Narang, P. Frossard, A. Ortega, andP. Vandergheynst, "The emerging field of signal processing on graphs:Extending high-dimensional data analysis to networks and other irregulardomains," IEEE Signal Process. Mag., vol. 30, no. 3, pp. 83-98,May 2013.
-
(2013)
IEEE Signal Process. Mag.
, vol.30
, Issue.3
, pp. 83-98
-
-
Shuman, D.I.1
Narang, S.K.2
Frossard, P.3
Ortega, A.4
Vandergheynst, P.5
-
36
-
-
0034244751
-
Normalized cuts and image segmentation
-
Aug.
-
J. Shi and J. Malik, "Normalized cuts and image segmentation,"IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 8, pp. 888-905,Aug. 2000.
-
(2000)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.22
, Issue.8
, pp. 888-905
-
-
Shi, J.1
Malik, J.2
-
37
-
-
45949105032
-
Nonlocal discrete regularizationon weighted graphs: A framework for image and manifoldprocessing
-
Jul.
-
A. Elmoataz, O. Lezoray, and S. Bougleux, "Nonlocal discrete regularizationon weighted graphs: A framework for image and manifoldprocessing," IEEE Trans. Image Process., vol. 17, no. 7, pp. 1047-1060,Jul. 2008.
-
(2008)
IEEE Trans. Image Process.
, vol.17
, Issue.7
, pp. 1047-1060
-
-
Elmoataz, A.1
Lezoray, O.2
Bougleux, S.3
-
38
-
-
34548583274
-
A tutorial on spectral clustering
-
U. von Luxburg, "A tutorial on spectral clustering," Statist. Comput.,vol. 17, no. 4, pp. 395-416, 2007.
-
(2007)
Statist. Comput.
, vol.17
, Issue.4
, pp. 395-416
-
-
Von Luxburg, U.1
-
39
-
-
51049096780
-
Kernel methods in machine learning
-
T. Hofmann, B. Schölkopf, and A. J. Smola, "Kernel methods in machinelearning," Ann. Statist., vol. 36, no. 3, pp. 1171-1220, 2008.
-
(2008)
Ann. Statist.
, vol.36
, Issue.3
, pp. 1171-1220
-
-
Hofmann, T.1
Schölkopf, B.2
Smola, A.J.3
-
40
-
-
85032773691
-
A tour of modern image filtering: New insights andmethods, both practical and theoretical
-
Jan.
-
P. Milanfar, "A tour of modern image filtering: New insights andmethods, both practical and theoretical," IEEE Signal Process. Mag.,vol. 30, no. 1, pp. 106-128, Jan. 2013.
-
(2013)
IEEE Signal Process. Mag.
, vol.30
, Issue.1
, pp. 106-128
-
-
Milanfar, P.1
-
41
-
-
33645653318
-
A review of image denoisingalgorithms, with a new one
-
A. Buades, B. Coll, and J. M. Morel, "A review of image denoisingalgorithms, with a new one," Multiscale Model. Simul., vol. 4, no. 2,pp. 490-530, 2005.
-
(2005)
Multiscale Model. Simul.
, vol.4
, Issue.2
, pp. 490-530
-
-
Buades, A.1
Coll, B.2
Morel, J.M.3
-
43
-
-
0030247939
-
Fast noise variance estimation
-
J. Immerkær, "Fast noise variance estimation," Comput. Vis. ImageUnderstand., vol. 64, no. 2, pp. 300-302, 1996.
-
(1996)
Comput. Vis. ImageUnderstand.
, vol.64
, Issue.2
, pp. 300-302
-
-
Immerkær, J.1
-
44
-
-
36448976249
-
Regularization tools version 4.0 for Matlab 7.3
-
P. C. Hansen, "Regularization tools version 4.0 for Matlab 7.3," Numer.Algorithms, vol. 46, no. 2, pp. 189-194, 2007.
-
(2007)
Numer.Algorithms
, vol.46
, Issue.2
, pp. 189-194
-
-
Hansen, P.C.1
-
45
-
-
50549090016
-
Monte-Carlo SURE: A blackboxoptimization of regularization parameters for general denoisingalgorithms
-
Sep.
-
S. Ramani, T. Blu, and M. Unser, "Monte-Carlo SURE: A blackboxoptimization of regularization parameters for general denoisingalgorithms," IEEE Trans. Image Process., vol. 17, no. 9, pp. 1540-1554,Sep. 2008.
-
(2008)
IEEE Trans. Image Process.
, vol.17
, Issue.9
, pp. 1540-1554
-
-
Ramani, S.1
Blu, T.2
Unser, M.3
-
46
-
-
0026139576
-
A study of methods of choosing the smoothing parameter in imagerestoration by regularization
-
Apr.
-
A. M. Thompson, J. C. Brown, J. W. Kay, and D. M. Titterington,"A study of methods of choosing the smoothing parameter in imagerestoration by regularization," IEEE Trans. Pattern Anal. Mach. Intell.,vol. 13, no. 4, pp. 326-339, Apr. 1991.
-
(1991)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.13
, Issue.4
, pp. 326-339
-
-
Thompson, A.M.1
Brown, J.C.2
Kay, J.W.3
Titterington, D.M.4
-
47
-
-
51949110388
-
Kernel integral images:A framework for fast non-uniform filtering
-
Jun.
-
M. Hussein, F. Porikli, and L. Davis, "Kernel integral images:A framework for fast non-uniform filtering," in Proc. IEEE Conf.Comput. Vis. Pattern Recognit., Jun. 2008, pp. 1-8.
-
(2008)
Proc IEEE Conf.Comput. Vis. Pattern Recognit.
, pp. 1-8
-
-
Hussein, M.1
Porikli, F.2
Davis, L.3
-
48
-
-
77749243157
-
Fast motion deblurring
-
Dec. Art. ID 145
-
S. Cho and S. Lee, "Fast motion deblurring," ACM Trans. Graph.,vol. 28, no. 5, Dec. 2009, Art. ID 145.
-
(2009)
ACM Trans. Graph.
, vol.28
, Issue.5
-
-
Cho, S.1
Lee, S.2
-
49
-
-
4043149322
-
Iterative methods for imagedeblurring: A MATLAB object-oriented approach
-
J. G. Nagy, K. Palmer, and L. Perrone, "Iterative methods for imagedeblurring: A MATLAB object-oriented approach," Numer. Algorithms,vol. 36, no. 1, pp. 73-93, 2004.
-
(2004)
Numer. Algorithms
, vol.36
, Issue.1
, pp. 73-93
-
-
Nagy, J.G.1
Palmer, K.2
Perrone, L.3
-
50
-
-
85032751127
-
Mean squared error: Love it or leave it?A new look at signal fidelity measures
-
Jan.
-
Z. Wang and A. C. Bovik, "Mean squared error: Love it or leave it?A new look at signal fidelity measures," IEEE Signal Process. Mag.,vol. 26, no. 1, pp. 98-117, Jan. 2009.
-
(2009)
IEEE Signal Process. Mag.
, vol.26
, Issue.1
, pp. 98-117
-
-
Wang, Z.1
Bovik, A.C.2
-
51
-
-
78149317315
-
Singleimage deblurring using motion density functions
-
A. Gupta, N. Joshi, C. L. Zitnick, M. Cohen, and B. Curless, "Singleimage deblurring using motion density functions," in Proc. 11th Eur.Conf. Comput. Vis. (ECCV), 2010, pp. 171-184.
-
(2010)
Proc. 11th Eur.Conf. Comput. Vis. (ECCV)
, pp. 171-184
-
-
Gupta, A.1
Joshi, N.2
Zitnick, C.L.3
Cohen, M.4
Curless, B.5
|