-
1
-
-
70450174344
-
Understanding and evaluating blind deconvolution algorithms
-
A. Levin, Y. Weiss, F. Durand, et al., Understanding and evaluating blind deconvolution algorithms, in; Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009, pp. 1964-1971
-
(2009)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
, pp. 1964-1971
-
-
Levin, A.1
Weiss, Y.2
Durand, F.3
-
2
-
-
33749249573
-
Removing camera shake from a single photograph
-
R. Fergus, B. Singh, A. Hertzmann, S.T. Roweis, and W. Freeman Removing camera shake from a single photograph ACM Trans. Graph. 25 2006 787 794
-
(2006)
ACM Trans. Graph.
, vol.25
, pp. 787-794
-
-
Fergus, R.1
Singh, B.2
Hertzmann, A.3
Roweis, S.T.4
Freeman, W.5
-
3
-
-
70450203952
-
Blind motion deblurring from a single image using sparse approximation
-
J.F. Cai, H. Ji, C.Q. Liu, Z.W. Shen., Blind motion deblurring from a single image using sparse approximation, in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2009.
-
(2009)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition
-
-
Cai, J.F.1
Ji, H.2
Liu, C.Q.3
Shen, Z.W.4
-
5
-
-
49249099286
-
High-quality motion deblurring from a single image
-
Q. Shan, J. Jia, and A. Agrwala High-quality motion deblurring from a single image ACM Trans. Graph. 27 3 2008 73 83
-
(2008)
ACM Trans. Graph.
, vol.27
, Issue.3
, pp. 73-83
-
-
Shan, Q.1
Jia, J.2
Agrwala, A.3
-
6
-
-
77951295003
-
UPRE method for total variation parameter selection
-
Y. Lin, B. Wohlberg, and H. Guo UPRE method for total variation parameter selection Signal Process. 90 8 2010 2546 2551
-
(2010)
Signal Process.
, vol.90
, Issue.8
, pp. 2546-2551
-
-
Lin, Y.1
Wohlberg, B.2
Guo, H.3
-
7
-
-
84907103992
-
Box-constrained total-variation image restoration with automatic parameter estimation
-
C. He, C. Hu, W. Zhang, and B. Shi Box-constrained total-variation image restoration with automatic parameter estimation Acta Autom. Sin. 40 8 2014 1804 1811
-
(2014)
Acta Autom. Sin.
, vol.40
, Issue.8
, pp. 1804-1811
-
-
He, C.1
Hu, C.2
Zhang, W.3
Shi, B.4
-
8
-
-
0001300994
-
Solution of incorrectly formulated problems and regularization method
-
A.N. Tikhonov Solution of incorrectly formulated problems and regularization method Sov. Math. Dokl. 4 1963 1035 1038
-
(1963)
Sov. Math. Dokl.
, vol.4
, pp. 1035-1038
-
-
Tikhonov, A.N.1
-
9
-
-
44049111982
-
Nonlinear total variation based noise removal algorithms
-
L. Rudin, S. Osher, and E. Fatemi Nonlinear total variation based noise removal algorithms Physics D 60 1992 259 268
-
(1992)
Physics D
, vol.60
, pp. 259-268
-
-
Rudin, L.1
Osher, S.2
Fatemi, E.3
-
10
-
-
58049218859
-
Variational Bayesian blind deconvolution using a total variation prior
-
S.D. Babacan, R. Molina, and A.K. Katsaggelos Variational bayesian blind deconvolution using a total variation prior IEEE Trans. Image Process. 18 1 2009 12 26
-
(2009)
IEEE Trans. Image Process.
, vol.18
, Issue.1
, pp. 12-26
-
-
Babacan, S.D.1
Molina, R.2
Katsaggelos, A.K.3
-
11
-
-
57049132103
-
Nonlocal operators with applications to image processing
-
G. Gilboa, and S. Osher Nonlocal operators with applications to image processing Multiscale Model. Simul. 7 2008 1005 1028
-
(2008)
Multiscale Model. Simul.
, vol.7
, pp. 1005-1028
-
-
Gilboa, G.1
Osher, S.2
-
12
-
-
84875889605
-
Constrained total variation deblurring models and fast algorithms based on alternating direction method of multipliers
-
R. Chan, M. Tao, and X.M. Yuan Constrained total variation deblurring models and fast algorithms based on alternating direction method of multipliers SIAM J. Inf. Sci. 6 2013 680 697
-
(2013)
SIAM J. Inf. Sci.
, vol.6
, pp. 680-697
-
-
Chan, R.1
Tao, M.2
Yuan, X.M.3
-
13
-
-
84901189903
-
A nonmonotone adaptive projected gradient method for primal-dual total variation image restoration
-
G. Yu, W. Xue, and Y. Zhou A nonmonotone adaptive projected gradient method for primal-dual total variation image restoration Signal Process. 103 2014 242 249
-
(2014)
Signal Process.
, vol.103
, pp. 242-249
-
-
Yu, G.1
Xue, W.2
Zhou, Y.3
-
14
-
-
84901200066
-
Combining passion singular integral and total variation prior models in image restoration
-
R. Pablo, M.O. Hiram, and M. Javier Combining passion singular integral and total variation prior models in image restoration Signal Process. 103 2014 296 308
-
(2014)
Signal Process.
, vol.103
, pp. 296-308
-
-
Pablo, R.1
Hiram, M.O.2
Javier, M.3
-
15
-
-
84867850232
-
Robust and practical face recognition via structured sparsity
-
Springer Berlin Heidelberg
-
K. Jia, Tsung-Han Chan, and Yi Ma Robust and practical face recognition via structured sparsity Computer Vision-ECCV 2012. 2012 Springer Berlin Heidelberg 331 344
-
(2012)
Computer Vision-ECCV 2012.
, pp. 331-344
-
-
Jia, K.1
Chan, T.-H.2
Ma, Y.3
-
16
-
-
84871604261
-
Structured sparsity through convex optimization
-
F. Bach, R. Jenatton, J. Mairal, and G. Obozinski Structured sparsity through convex optimization Stat. Sci. 27 4 2012 450 468
-
(2012)
Stat. Sci.
, vol.27
, Issue.4
, pp. 450-468
-
-
Bach, F.1
Jenatton, R.2
Mairal, J.3
Obozinski, G.4
-
17
-
-
84961287812
-
Image restoration using total variation with overlapping group sparsity
-
J. Liu, T. Huang, I.W. Selesnick, X. Lv, and P. Chen Image restoration using total variation with overlapping group sparsity Inf. Sci. 295 2015 232 246
-
(2015)
Inf. Sci.
, vol.295
, pp. 232-246
-
-
Liu, J.1
Huang, T.2
Selesnick, I.W.3
Lv, X.4
Chen, P.5
-
18
-
-
0029291966
-
Sparse approximation solutions to linear systems
-
B.K. Nararajan Sparse approximation solutions to linear systems Soc. Ind. Appl. Math. 24 2 1995 227 234
-
(1995)
Soc. Ind. Appl. Math.
, vol.24
, Issue.2
, pp. 227-234
-
-
Nararajan, B.K.1
-
21
-
-
32944474079
-
Nonlinear approximation based image recovery using adaptive sparse reconstructions and iterated denoising-part I: Theory
-
O.G. Guleryuz Nonlinear approximation based image recovery using adaptive sparse reconstructions and iterated denoising-part I: theory IEEE Trans. Image Process. 15 3 2006 539 554
-
(2006)
IEEE Trans. Image Process.
, vol.15
, Issue.3
, pp. 539-554
-
-
Guleryuz, O.G.1
-
22
-
-
80052694528
-
SparseNet: Coordinate descent with nonconvex penalties
-
R. Mazumder, J.H. Friedman, and T. Hastie SparseNet: coordinate descent with nonconvex penalties J. Am. Stat. Assoc. 106 495 2011 1125 1138
-
(2011)
J. Am. Stat. Assoc.
, vol.106
, Issue.495
, pp. 1125-1138
-
-
Mazumder, R.1
Friedman, J.H.2
Hastie, T.3
-
24
-
-
79959594311
-
Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization
-
W. Dong, L. Zhang, G. Shi, and X. Xu Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization IEEE Trans. Image Process. 20 7 2011 1838 1857
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.7
, pp. 1838-1857
-
-
Dong, W.1
Zhang, L.2
Shi, G.3
Xu, X.4
-
25
-
-
84883258839
-
Single image deblurring using novel image prior constraints
-
M. Shi, and T. Xu Single image deblurring using novel image prior constraints Opt. Int. J. Light. Electron Opt. 124 20 2013 4429 4434
-
(2013)
Opt. Int. J. Light. Electron Opt.
, vol.124
, Issue.20
, pp. 4429-4434
-
-
Shi, M.1
Xu, T.2
-
26
-
-
84890540738
-
Total Variation Denoising with Overlapping Group Sparsity
-
Speech, Signal Processing, May
-
I.W. Selesnik, P.Y. Chen, Total variation denoising with overlapping group sparsity, in: Proceedings of IEEE International Conference on Acoustics, Speech, Signal Processing, May, 2013
-
(2013)
Proceedings of IEEE International Conference on Acoustics
-
-
Selesnik, I.W.1
Chen, P.Y.2
-
27
-
-
84891848870
-
Local probability distribution of natural signals in sparse domains
-
H. Rabbani, and G. Saeed Local probability distribution of natural signals in sparse domains Int. J. Adapt. Control. Signal Process. 28 1 2014 52 62
-
(2014)
Int. J. Adapt. Control. Signal Process.
, vol.28
, Issue.1
, pp. 52-62
-
-
Rabbani, H.1
Saeed, G.2
-
28
-
-
84903785600
-
Mixed noise removal by weighted encoding with sparse nonlocal regularization
-
J. Jiang, L. Zhang, and J. Yang Mixed noise removal by weighted encoding with sparse nonlocal regularization IEEE Trans. Image Process. 23 6 2014 2651 2662
-
(2014)
IEEE Trans. Image Process.
, vol.23
, Issue.6
, pp. 2651-2662
-
-
Jiang, J.1
Zhang, L.2
Yang, J.3
-
29
-
-
84878509079
-
Deconvolving images with unknown boundaries using the alternating direction method of multipliers
-
M.S. Almeida, and M. Figueiredo Deconvolving images with unknown boundaries using the alternating direction method of multipliers IEEE Trans. Image Process. 22 8 2013 3074 3086
-
(2013)
IEEE Trans. Image Process.
, vol.22
, Issue.8
, pp. 3074-3086
-
-
Almeida, M.S.1
Figueiredo, M.2
-
30
-
-
77949723995
-
A fast alternating direction method for TVL1-L2 signal reconstruction from partial Fourier data
-
J. Yang, Y. Zhang, and W. Yin. A fast alternating direction method for TVL1-L2 signal reconstruction from partial Fourier data IEEE J. Sel. Top. Signal Process. 4 2 2010 288 297
-
(2010)
IEEE J. Sel. Top. Signal Process.
, vol.4
, Issue.2
, pp. 288-297
-
-
Yang, J.1
Zhang, Y.2
Yin, W.3
-
31
-
-
84875889605
-
Constrained total variation deblurring models and fast algorithms based on alternating direction method of multipliers
-
R.H. Chan, M. Tao, and X. Yuan Constrained total variation deblurring models and fast algorithms based on alternating direction method of multipliers SIAM J. Imaging Sci. 6 1 2013 680 697
-
(2013)
SIAM J. Imaging Sci.
, vol.6
, Issue.1
, pp. 680-697
-
-
Chan, R.H.1
Tao, M.2
Yuan, X.3
-
32
-
-
80051762104
-
Distributed optimization and statistical learning via the alternating direction method of multipliers
-
S. Boyd, N. Parikh, E. Chu, B. Peleato, and et al. Distributed optimization and statistical learning via the alternating direction method of multipliers Found. Trends Mach. Learn. 3 1 2011 1 122
-
(2011)
Found. Trends Mach. Learn.
, vol.3
, Issue.1
, pp. 1-122
-
-
Boyd, S.1
Parikh, N.2
Chu, E.3
Peleato, B.4
-
33
-
-
84889059741
-
Group sparse optimization by alternating direction method SPIE Optical Engineering+ Applications
-
88580R-88580R-15
-
W. Deng, W. Yin, Y. Zhang. Group sparse optimization by alternating direction method, SPIE Optical Engineering+ Applications. International Society for Optics and Photonics, 2013: 88580R-88580R-15.
-
(2013)
International Society for Optics and Photonics
-
-
Deng, W.1
Yin, W.2
Zhang, Y.3
-
34
-
-
84951266986
-
On the global and linear convergence of the generalized alternating direction method of multipliers
-
W. Deng, and W. Yin On the global and linear convergence of the generalized alternating direction method of multipliers J. Sci. Comput. 65 1 2012 1 28
-
(2012)
J. Sci. Comput.
, vol.65
, Issue.1
, pp. 1-28
-
-
Deng, W.1
Yin, W.2
-
35
-
-
0032178315
-
Some convergence properties of a method of multipliers for linearly constrained monotone variational inequalities
-
B. He, and H. Yang Some convergence properties of a method of multipliers for linearly constrained monotone variational inequalities Oper. Res. Lett. 23 3 1998 151 161
-
(1998)
Oper. Res. Lett.
, vol.23
, Issue.3
, pp. 151-161
-
-
He, B.1
Yang, H.2
-
36
-
-
0014604308
-
Multiplier and gradient methods
-
M.R. Hestenes Multiplier and gradient methods J. Optim. Theory Appl. 4 5 1969 303 320
-
(1969)
J. Optim. Theory Appl.
, vol.4
, Issue.5
, pp. 303-320
-
-
Hestenes, M.R.1
-
37
-
-
34249837486
-
On the Douglas - Rachford splitting method and the proximal point algorithm for maximal monotone operators
-
J. Eckstein, and D.P. Bertsekas On the Douglas - Rachford splitting method and the proximal point algorithm for maximal monotone operators Math. Program. 55 1-3 1992 293 318
-
(1992)
Math. Program.
, vol.55
, Issue.1-3
, pp. 293-318
-
-
Eckstein, J.1
Bertsekas, D.P.2
-
38
-
-
81355160241
-
Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions
-
X.G. Lv, T.Z. Huang, Z.B. Xu, and X.L. Zhao Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions Inf. Sci. 186 1 2012 150 163
-
(2012)
Inf. Sci.
, vol.186
, Issue.1
, pp. 150-163
-
-
Lv, X.G.1
Huang, T.Z.2
Xu, Z.B.3
Zhao, X.L.4
-
39
-
-
36749072615
-
Majorization-minimization algorithms for wavelet-based image restoration
-
M. Figueiredo, J. Bioucas-Dias, and R. Nowak Majorization-minimization algorithms for wavelet-based image restoration IEEE Trans. Image Process. 16 12 2007 2980 2991
-
(2007)
IEEE Trans. Image Process.
, vol.16
, Issue.12
, pp. 2980-2991
-
-
Figueiredo, M.1
Bioucas-Dias, J.2
Nowak, R.3
-
40
-
-
1342332031
-
A tutorial on MM algorithms
-
D.R. Hunter, and K. Lange A tutorial on MM algorithms Am. Stat. 58 1 2004 30 37
-
(2004)
Am. Stat.
, vol.58
, Issue.1
, pp. 30-37
-
-
Hunter, D.R.1
Lange, K.2
-
41
-
-
84969334819
-
The split bregman method for L1-regularized problems
-
T. Goldstein, and S. Osher. The split bregman method for L1-regularized problems SIAM J. Imaging Sci. 2 2 2009 323 343
-
(2009)
SIAM J. Imaging Sci.
, vol.2
, Issue.2
, pp. 323-343
-
-
Goldstein, T.1
Osher, S.2
-
42
-
-
0034298888
-
Fourth-order partial differential equations for noise removal
-
Y.L. You, and M. Kaveh Fourth-order partial differential equations for noise removal IEEE Trans. Image Process. 9 10 2000 1723 1730
-
(2000)
IEEE Trans. Image Process.
, vol.9
, Issue.10
, pp. 1723-1730
-
-
You, Y.L.1
Kaveh, M.2
|