-
1
-
-
33947416035
-
Near optimal signal recovery from random projections: Universal encoding strategies?
-
Dec
-
E. Candès and T. Tao, "Near optimal signal recovery from random projections: Universal encoding strategies?" IEEE Trans. Inf. Theory, vol. 52, no. 12, pp. 5406-5425, Dec. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.12
, pp. 5406-5425
-
-
Candès, E.1
Tao, T.2
-
2
-
-
33645712892
-
Compressed sensing
-
Ar
-
D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
3
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Feb
-
E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
5
-
-
44049111982
-
Nonlinear total variation based noise removal algorithms
-
Nov
-
L. Rudin, S. Osher, and E. Fatemi, "Nonlinear total variation based noise removal algorithms," Phys. D, Nonlinear Phenomena, vol. 60, nos. 1-4, pp. 259-268, Nov. 1992.
-
(1992)
Phys. D, Nonlinear Phenomena
, vol.60
, Issue.1-4
, pp. 259-268
-
-
Rudin, L.1
Osher, S.2
Fatemi, E.3
-
6
-
-
34249819922
-
Recent developments in total variation image restoration
-
N. Paragios, Y. Chen, and O. Faugeras, Eds. New York: Springer Verlag
-
T. Chan, S. Esedoglu, F. Park, and A. Yip, "Recent developments in total variation image restoration," in Mathematical Models of Computer Vision, N. Paragios, Y. Chen, and O. Faugeras, Eds. New York: Springer Verlag, 2005.
-
(2005)
Mathematical Models of Computer Vision
-
-
Chan, T.1
Esedoglu, S.2
Park, F.3
Yip, A.4
-
7
-
-
67349204846
-
Adaptive total variation image deblurring: A majorization-minimization approach
-
Sep.
-
J. Oliveira, J. M. Bioucas-Dias, and M. Figueiredo, "Adaptive total variation image deblurring: A majorization-minimization approach," Signal Process., vol. 89, no. 9, pp. 1683-1693, Sep. 2009.
-
(2009)
Signal Process.
, vol.89
, Issue.9
, pp. 1683-1693
-
-
Oliveira, J.1
Bioucas-Dias, J.M.2
Figueiredo, M.3
-
8
-
-
0001300994
-
Solution of incorrectly formulated problems and regularization method
-
A. N. Tikhonov, "Solution of incorrectly formulated problems and regularization method," Soviet Math. Dokl., vol. 4, no. 4, pp. 1035-1038, 1963.
-
(1963)
Soviet Math. Dokl.
, vol.4
, Issue.4
, pp. 1035-1038
-
-
Tikhonov, A.N.1
-
9
-
-
7044231546
-
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
-
I. Daubechies, M. Defriese, and C. DeMol, "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint," Commun. Pure Appl. Math., vol. 57, no. 11, pp. 1413-1457, 2004.
-
(2004)
Commun. Pure Appl. Math.
, vol.57
, Issue.11
, pp. 1413-1457
-
-
Daubechies, I.1
Defriese, M.2
Demol, C.3
-
10
-
-
30844438177
-
Signal recovery by proximal forward-backward splitting
-
P. Combettes and V. Wajs, "Signal recovery by proximal forward-backward splitting," Soc. Ind. Appl. Math. J. Multiscale Model. Simul., vol. 4, no. 4, pp. 1168-1200, 2005.
-
(2005)
Soc. Ind. Appl. Math. J. Multiscale Model. Simul.
, vol.4
, Issue.4
, pp. 1168-1200
-
-
Combettes, P.1
Wajs, V.2
-
11
-
-
85032751460
-
L1-l2 optimization in signal and image processing
-
May
-
M. Zibulevsky and M. Elad, "l1-l2 optimization in signal and image processing," 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
-
12
-
-
77952743135
-
Computational methods for sparse solution of linear inverse problems
-
Jun
-
J. A. Tropp and S. J. Wright, "Computational methods for sparse solution of linear inverse problems," Proc. IEEE, vol. 98, no. 6, pp. 948-958, Jun. 2010.
-
(2010)
Proc. IEEE
, vol.98
, Issue.6
, pp. 948-958
-
-
Tropp, J.A.1
Wright, S.J.2
-
13
-
-
36749005582
-
A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration
-
Dec
-
J. M. Bioucas-Dias and M. A. T. Figueiredo, "A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration," IEEE Trans. Image Process., vol. 16, no. 12, pp. 2992-3004, Dec. 2007.
-
(2007)
IEEE Trans. Image Process.
, vol.16
, Issue.12
, pp. 2992-3004
-
-
Bioucas-Dias, J.M.1
Figueiredo, M.A.T.2
-
14
-
-
59749104367
-
From sparse solutions of systems of equations to sparse modeling of signals and images
-
Feb.
-
A. M. Bruckstein, D. L. Donoho, and M. Elad, "From sparse solutions of systems of equations to sparse modeling of signals and images," Soc. Ind. Appl. Math. Rev., vol. 51, no. 1, pp. 34-81, Feb. 2009.
-
(2009)
Soc. Ind. Appl. Math. Rev.
, vol.51
, Issue.1
, pp. 34-81
-
-
Bruckstein, A.M.1
Donoho, D.L.2
Elad, M.3
-
15
-
-
77952740831
-
On the role of sparse and redundant representations in image processing
-
Jun
-
M. Elad, M. A. T. Figueiredo, and Y. Ma, "On the role of sparse and redundant representations in image processing," Proc. IEEE, vol. 98, no. 6, pp. 972-982, Jun. 2010.
-
(2010)
Proc. IEEE
, vol.98
, Issue.6
, pp. 972-982
-
-
Elad, M.1
Figueiredo, M.A.T.2
Ma, Y.3
-
16
-
-
39149089704
-
Sparse representation for color image restoration
-
Jan
-
J. Mairal, M. Elad, and G. Sapiro, "Sparse representation for color image restoration," IEEE Trans. Image Process., vol. 17, no. 1, pp. 53-69, Jan. 2008.
-
(2008)
IEEE Trans. Image Process.
, vol.17
, Issue.1
, pp. 53-69
-
-
Mairal, J.1
Elad, M.2
Sapiro, G.3
-
17
-
-
34547760736
-
Image denoising by sparse 3-D transform-domain collaborative filtering
-
Aug
-
K. Dabov, A. Foi, V. Katkovnik, and K. Egiazarian, "Image denoising by 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
-
18
-
-
77952739016
-
Non-local sparse models for image restoration
-
Tokyo, Japan, Sep.-Oct.
-
J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman, "Non-local sparse models for image restoration," in Proc. IEEE Int. Conf. Comput. Vis., Tokyo, Japan, Sep.-Oct. 2009, pp. 2272-2279.
-
(2009)
Proc. IEEE Int. Conf. Comput. Vis
, pp. 2272-2279
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
Zisserman, A.5
-
19
-
-
33751379736
-
Image denoising via sparse and redundant representations over learned dictionaries
-
Dec
-
M. Elad and M. Aharon, "Image denoising via sparse and redundant representations over learned dictionaries," IEEE Trans. Image Process., vol. 15, no. 12, pp. 3736-3745, Dec. 2006.
-
(2006)
IEEE Trans. Image Process.
, vol.15
, Issue.12
, pp. 3736-3745
-
-
Elad, M.1
Aharon, M.2
-
20
-
-
43249105786
-
Image restoration by sparse 3D transform-domain collaborative filtering
-
Jul
-
K. Dabov, A. Foi, V. Katkovnik, and K. Egiazarian, "Image restoration by sparse 3D transform-domain collaborative filtering," Proc. SPIE, vol. 6812, pp. 681207-1-681207-12, Jul. 2008.
-
(2008)
Proc. SPIE
, vol.6812
, pp. 681207-681201
-
-
Dabov, K.1
Foi, A.2
Katkovnik, V.3
Egiazarian, K.4
-
21
-
-
79959594311
-
Image deblurring and superresolution by adaptive sparse domain selection and adaptive regular-ization
-
Jul
-
W. Dong, L. Zhang, G. Shi, and X. Wu, "Image deblurring and superresolution by adaptive sparse domain selection and adaptive regular-ization," IEEE Trans. Image Process., vol. 20, no. 7, pp. 1838-1857, Jul. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.7
, pp. 1838-1857
-
-
Dong, W.1
Zhang, L.2
Shi, G.3
Wu, X.4
-
22
-
-
84863012902
-
Centralized sparse representation for image restoration
-
Nov.
-
W. Dong, L. Zhang, and G. Shi, "Centralized sparse representation for image restoration," in Proc. IEEE Int. Conf. Comput. Vis. (ICCV), Nov. 2011, pp. 1259-1266.
-
(2011)
Proc. IEEE Int. Conf. Comput. Vis. (ICCV)
, pp. 1259-1266
-
-
Dong, W.1
Zhang, L.2
Shi, G.3
-
23
-
-
78049312324
-
Image super-resolution via sparse representation
-
Nov
-
J. Yang, J. Wright, T. Huang, and Y. Ma, "Image super-resolution via sparse representation," IEEE Trans. Image Process., vol. 19, no. 11, pp. 2861-2873, Nov. 2010.
-
(2010)
IEEE Trans. Image Process.
, vol.19
, Issue.11
, pp. 2861-2873
-
-
Yang, J.1
Wright, J.2
Huang, T.3
Ma, Y.4
-
24
-
-
78149463074
-
Bregmanized nonlocal regularization for deconvolution and sparse reconstruction
-
X. Zhang, M. Burger, X. Bresson, and S. Osher, "Bregmanized nonlocal regularization for deconvolution and sparse reconstruction," Soc. Ind. Appl. Math. J. Imaging Sci., vol. 3, no. 3, pp. 253-276, 2010.
-
(2010)
Soc. Ind. Appl. Math. J. Imaging Sci.
, vol.3
, Issue.3
, pp. 253-276
-
-
Zhang, X.1
Burger, M.2
Bresson, X.3
Osher, S.4
-
25
-
-
55649094906
-
Image super-resolution by TV-regularization and Bregman iteration
-
A. Marquina and S. J. Osher, "Image super-resolution by TV-regularization and Bregman iteration," J. Sci. Comput., vol. 37, no. 3, pp. 367-382, 2008.
-
(2008)
J. Sci. Comput.
, vol.37
, Issue.3
, pp. 367-382
-
-
Marquina, A.1
Osher, S.J.2
-
26
-
-
33750383209
-
K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
Nov
-
M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, Nov. 2006.
-
(2006)
IEEE Trans. Signal Process.
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
27
-
-
77952714665
-
Dictionaries for sparse representation modeling
-
Jun.
-
R. Rubinstein, A. M. Bruckstein, and M. Elad, "Dictionaries for sparse representation modeling," Proc. SPIE, vol. 98, no. 6, pp. 1045-1057, Jun. 2010.
-
(2010)
Proc. SPIE
, vol.98
, Issue.6
, pp. 1045-1057
-
-
Rubinstein, R.1
Bruckstein, A.M.2
Elad, M.3
-
28
-
-
0036844073
-
Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency
-
Nov
-
L. Sendur and I. W. Selesnick, "Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency," IEEE Trans. Signal Process., vol. 50, no. 11, pp. 2744-2756, Nov. 2002.
-
(2002)
IEEE Trans. Signal Process.
, vol.50
, Issue.11
, pp. 2744-2756
-
-
Sendur, L.1
Selesnick, I.W.2
-
29
-
-
84865443625
-
Universal regularizes for robust sparse coding and modeling
-
Se
-
I. Ramirez and G. Sapiro, "Universal regularizes for robust sparse coding and modeling," IEEE Trans. Image Process., vol. 21, no. 9, pp. 3850-3964, Sep. 2012.
-
(2012)
IEEE Trans. Image Process.
, vol.21
, Issue.9
, pp. 3850-3964
-
-
Ramirez, I.1
Sapiro, G.2
-
30
-
-
33645653318
-
A review of image denoising algorithms, with a new one
-
A. Buades, B. Coll, and J. M. Morel, "A review of image denoising algorithms, 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
-
31
-
-
77953187337
-
Super-resolution from a single image
-
Tokyo, Japan, Sep.-Oct.
-
D. Glasner, S. Bagon, and M. Irani, "Super-resolution from a single image," in Proc. IEEE 12th Int. Conf. Comput. Vis., Tokyo, Japan, Sep.-Oct. 2009, pp. 349-356.
-
(2009)
Proc. IEEE 12th Int. Conf. Comput. Vis
, pp. 349-356
-
-
Glasner, D.1
Bagon, S.2
Irani, M.3
-
32
-
-
79960509746
-
FSIM: A feature similarity index for image quality assessment
-
Aug
-
L. Zhang, L. Zhang, X. Mou, and D. Zhang, "FSIM: A feature similarity index for image quality assessment," IEEE Trans. Image Process., vol. 20, no. 8, pp. 2378-2386, Aug. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.8
, pp. 2378-2386
-
-
Zhang, L.1
Zhang, L.2
Mou, X.3
Zhang, D.4
-
33
-
-
84856650948
-
From learning models of natural image patches to whole image restoration
-
Nov.
-
D. Zoran and Y. Weiss, "From learning models of natural image patches to whole image restoration," in Proc. IEEE Int. Conf. Comput. Vis., Nov. 2011, pp. 479-486.
-
(2011)
Proc. IEEE Int. Conf. Comput. Vis
, pp. 479-486
-
-
Zoran, D.1
Weiss, Y.2
-
34
-
-
33749249573
-
Removing camera shake from a single image
-
R. Fergus, B. Singh, A. Hertzmann, S. T. Roweis, and W. T. Freeman, "Removing camera shake from a single image," ACM Trans. Graph. (SIGGRAPH), vol. 25, no. 3, pp. 787-794, 2006.
-
(2006)
ACM Trans. Graph. (SIGGRAPH)
, vol.25
, Issue.3
, pp. 787-794
-
-
Fergus, R.1
Singh, B.2
Hertzmann, A.3
Roweis, S.T.4
Freeman, W.T.5
-
35
-
-
70350593691
-
Fast gradient-based algorithms for constrained total variation image denoising and deblurring problems
-
Nov
-
A. Beck and M. Teboulle, "Fast gradient-based algorithms for constrained total variation image denoising and deblurring problems," IEEE Trans. Image Process., vol. 18, no. 11, pp. 2419-2434, Nov. 2009.
-
(2009)
IEEE Trans. Image Process.
, vol.18
, Issue.11
, pp. 2419-2434
-
-
Beck, A.1
Teboulle, M.2
-
36
-
-
77951942183
-
Image restoration through l0 analysis-based sparse optimization in tight frames
-
Nov.
-
J. Portilla, "Image restoration through l0 analysis-based sparse optimization in tight frames," in Proc. IEEE Int. Conf. Image Process., Nov. 2009, pp. 3909-3912.
-
(2009)
Proc. IEEE Int. Conf. Image Process
, pp. 3909-3912
-
-
Portilla, J.1
-
37
-
-
0000783736
-
Motion analysis for image enhancement: Resolution, occlusion, and transparency
-
Dec.
-
M. Irani and S. Peleg, "Motion analysis for image enhancement: Resolution, occlusion, and transparency," J. Visual Commun. Image Represent., vol. 4, no. 4, pp. 324-335, Dec. 1993.
-
(1993)
J. Visual Commun. Image Represent.
, vol.4
, Issue.4
, pp. 324-335
-
-
Irani, M.1
Peleg, S.2
-
38
-
-
57349174008
-
1 minimization
-
1 minimization," J. Fourier Anal. Appl., vol. 14, nos. 5-6, pp. 877-905, 2008.
-
(2008)
J. Fourier Anal. Appl.
, vol.14
, Issue.5-6
, pp. 877-905
-
-
Candès, E.1
Wakin, M.B.2
Boyd, S.P.3
-
39
-
-
72949109075
-
From local kernel to nonlocal multiple-model image denoising
-
Jan.
-
V. Katkovnik, A. Foi, K. Egiazarian, and J. Astola, "From local kernel to nonlocal multiple-model image denoising," Int. J. Comput. Vis., vol. 86, no. 1, pp. 1-32, Jan. 2010.
-
(2010)
Int. J. Comput. Vis.
, vol.86
, Issue.1
, pp. 1-32
-
-
Katkovnik, V.1
Foi, A.2
Egiazarian, K.3
Astola, J.4
-
40
-
-
72249110472
-
BM3D image denoising with shape-adaptive principal component analysis
-
Saint-Malo, France, Apr.
-
K. Dabov, A. Foi, V. Katkovnik, and K. Egiazarian, "BM3D image denoising with shape-adaptive principal component analysis," in Proc. Workshop Signal Process. Adaptive Sparse Struct. Represent, Saint-Malo, France, Apr. 2009, pp. 1-6.
-
(2009)
Proc. Workshop Signal Process. Adaptive Sparse Struct. Represent
, pp. 1-6
-
-
Dabov, K.1
Foi, A.2
Katkovnik, V.3
Egiazarian, K.4
-
41
-
-
84859024326
-
BM3D frames and variational image deblurring
-
Ar
-
A. Danielyan, V. Katkovnik, and K. Egiazarian, "BM3D frames and variational 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
-
42
-
-
70349620393
-
A plurality of sparse representation is better than the sparsest one alone
-
Oct
-
M. Elad and I. Yavneh, "A plurality of sparse representation is better than the sparsest one alone," IEEE Trans. Inf. Theory, vol. 55, no. 10, pp. 4701-4714, Oct. 2009.
-
(2009)
IEEE Trans. Inf. Theory
, vol.55
, Issue.10
, pp. 4701-4714
-
-
Elad, M.1
Yavneh, I.2
|