-
1
-
-
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
-
3
-
-
0033592606
-
Learning the parts of objects by nonnegative matrix factorization
-
Oct. [Online]
-
D. D. Lee and H. S. Seung, "Learning the parts of objects by nonnegative matrix factorization," Nature vol. 401, no. 6755, pp. 788-791, Oct. 1999 [Online]. Available: http://dx.doi.org/10.1038/44565
-
(1999)
Nature
, vol.401
, Issue.6755
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
4
-
-
67349189410
-
Bayesian separation of images modeled with MRFs using MCMC
-
May
-
K. Kayabol, E. E. Kuruoglu, and B. Sankur, "Bayesian separation of images modeled with MRFs using MCMC," IEEE Trans. Image Process., vol. 18, no. 5, pp. 982-994, May 2009.
-
(2009)
IEEE Trans. Image Process.
, vol.18
, Issue.5
, pp. 982-994
-
-
Kayabol, K.1
Kuruoglu, E.E.2
Sankur, B.3
-
5
-
-
0242307993
-
Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging
-
Toulouse, France Sep.
-
J.-F. Cardoso, H. Snoussi, J. Delabrouille, and G. Patanchon, "Blind separation of noisy Gaussian stationary sources. Application to cosmic microwave background imaging," in Proc. 11th EUSIPCO, Toulouse, France, Sep. 2002, pp. 561-564.
-
(2002)
Proc. 11th EUSIPCO
, pp. 561-564
-
-
Cardoso, J.-F.1
Snoussi, H.2
Delabrouille, J.3
Patanchon, G.4
-
6
-
-
31444452241
-
Blind component separation in wavelet space:Application to CMBanalysis
-
Y. Moudden, J.-F. Cardoso, J.-L. Starck, and J. Delabrouille, "Blind component separation in wavelet space:Application to CMBanalysis," EURASIP J. Appl. Signal Process., vol. 2005, pp. 2437-2454, 2005.
-
(2005)
EURASIP J. Appl. Signal Process.
, vol.2005
, pp. 2437-2454
-
-
Moudden, Y.1
Cardoso, J.-F.2
Starck, J.-L.3
Delabrouille, J.4
-
7
-
-
20444450446
-
Blind separation of auto-correlated images from noisy mixtures using MRF models
-
Nara, Japan Apr.
-
A. Tonazzini, L. Bedini, E. E. Kuruoglu, and E. Salerno, "Blind separation of auto-correlated images from noisy mixtures using MRF models," in Proc. Int. Symp. ICA, Nara, Japan, Apr. 2003, pp. 675-680.
-
(2003)
Proc. Int. Symp. ICA
, pp. 675-680
-
-
Tonazzini, A.1
Bedini, L.2
Kuruoglu, E.E.3
Salerno, E.4
-
8
-
-
31144447882
-
A Markov model for blind image separation by a mean-field em algorithm
-
Feb.
-
A. Tonazzini, L. Bedini, and E. Salerno, "A Markov model for blind image separation by a mean-field EM algorithm," IEEE Trans. Image Process., vol. 15, no. 2, pp. 473-482, Feb. 2006.
-
(2006)
IEEE Trans. Image Process.
, vol.15
, Issue.2
, pp. 473-482
-
-
Tonazzini, A.1
Bedini, L.2
Salerno, E.3
-
9
-
-
2342569641
-
Fast joint separation and segmentation of mixed images
-
Apr.
-
H. Snoussi and A. Mohammad-Djafari, "Fast joint separation and segmentation of mixed images," J. Electron. Imaging, vol. 13, no. 2, pp. 349-361, Apr. 2004.
-
(2004)
J. Electron. Imaging
, vol.13
, Issue.2
, pp. 349-361
-
-
Snoussi, H.1
Mohammad-Djafari, A.2
-
10
-
-
20444472378
-
Source separation in noisy astrophysical images modelled by Markov random fields
-
Oct.
-
E. Kuruoglu, A. Tonazzini, and L. Bianchi, "Source separation in noisy astrophysical images modelled by Markov random fields," in Proc. ICIP, Oct. 2004, vol. 4, pp. 2701-2704.
-
(2004)
Proc. ICIP
, vol.4
, pp. 2701-2704
-
-
Kuruoglu, E.1
Tonazzini, A.2
Bianchi, L.3
-
11
-
-
33745611158
-
Hidden Markov models for wavelet-based blind source separation
-
Jul.
-
M. M. Ichir and A. Mohammad-Djafari, "Hidden Markov models for wavelet-based blind source separation," IEEE Trans. Image Process., vol. 15, no. 7, pp. 1887-1899, Jul. 2006.
-
(2006)
IEEE Trans. Image Process.
, vol.15
, Issue.7
, pp. 1887-1899
-
-
Ichir, M.M.1
Mohammad-Djafari, A.2
-
12
-
-
77956781580
-
Blind source separation with non-stationary mixing using wavelets
-
Charleston, SC
-
W. Addison and S. Roberts, "Blind source separation with non-stationary mixing using wavelets," in Proc. Int. Conf. ICA, Charleston, SC, 2006.
-
(2006)
Proc. Int. Conf. ICA
-
-
Addison, W.1
Roberts, S.2
-
13
-
-
25444498056
-
Sparse ICA for blind separation of transmitted and reflected images
-
A. M. Bronstein, M. M. Bronstein, M. Zibulevsky, and Y. Y. Zeevi, "Sparse ICA for blind separation of transmitted and reflected images," Int. J. Imaging Syst. Technol., vol. 15, no. 1, pp. 84-91, 2005.
-
(2005)
Int. J. Imaging Syst. Technol.
, vol.15
, Issue.1
, pp. 84-91
-
-
Bronstein, A.M.1
Bronstein, M.M.2
Zibulevsky, M.3
Zeevi, Y.Y.4
-
14
-
-
84861121166
-
Separation of stereo speech signals based on a sparse dictionary algorithm
-
Aug.
-
M. G. Jafari and M. D. Plumbley, "Separation of stereo speech signals based on a sparse dictionary algorithm," in Proc. 16th EUSIPCO, Lausanne, Switzerland, Aug. 2008, pp. 25-29.
-
(2008)
Proc. 16th EUSIPCO, Lausanne, Switzerland
, pp. 25-29
-
-
Jafari, M.G.1
Plumbley, M.D.2
-
15
-
-
50449093136
-
Speech separation using an adaptive sparse dictionary algorithm
-
Trento, Italy May
-
M. G. Jafari, M. D. Plumbley, and M. E. Davies, "Speech separation using an adaptive sparse dictionary algorithm," in Proc. Joint Workshop HSCMA, Trento, Italy, May 2008, pp. 25-28.
-
(2008)
Proc. Joint Workshop HSCMA
, pp. 25-28
-
-
Jafari, M.G.1
Plumbley, M.D.2
Davies, M.E.3
-
16
-
-
33745728949
-
Morphological diversity and source separation
-
Jul.
-
J. Bobin, Y. Moudden, J. Starck, and M. Elad, "Morphological diversity and source separation," IEEE Signal Process. Lett., vol. 13, no. 7, pp. 409-412, Jul. 2006.
-
(2006)
IEEE Signal Process. Lett.
, vol.13
, Issue.7
, pp. 409-412
-
-
Bobin, J.1
Moudden, Y.2
Starck, J.3
Elad, M.4
-
17
-
-
36348936685
-
Sparsity and morphological diversity in blind source separation
-
Nov.
-
J. Bobin, J. Starck, J. Fadili, and Y. Moudden, "Sparsity and morphological diversity in blind source separation," IEEE Trans. Image Process., vol. 16, no. 11, pp. 2662-2674, Nov. 2007.
-
(2007)
IEEE Trans. Image Process.
, vol.16
, Issue.11
, pp. 2662-2674
-
-
Bobin, J.1
Starck, J.2
Fadili, J.3
Moudden, Y.4
-
18
-
-
3142656055
-
Redundant multiscale transforms and their application for morphological component separation
-
J. Starck, M. Elad, and D. Donoho, "Redundant multiscale transforms and their application for morphological component separation," Adv. Imaging Electron Phys., vol. 132, pp. 287-348, 2004.
-
(2004)
Adv. Imaging Electron Phys.
, vol.132
, pp. 287-348
-
-
Starck, J.1
Elad, M.2
Donoho, D.3
-
19
-
-
27744574209
-
Image decomposition via the combination of sparse representations and a variational approach
-
Oct.
-
J.-L. Starck, M. Elad, and D. Donoho, "Image decomposition via the combination of sparse representations and a variational approach," IEEE Trans. Image Process., vol. 14, no. 10, pp. 1570-1582, Oct. 2005.
-
(2005)
IEEE Trans. Image Process.
, vol.14
, Issue.10
, pp. 1570-1582
-
-
Starck, J.-L.1
Elad, M.2
Donoho, D.3
-
20
-
-
27844460570
-
Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA)
-
Nov.
-
M. Elad, J. Starck, P. Querre, and D. Donoho, "Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA)," Appl. Comput. Harmonic Anal., vol. 19, no. 3, pp. 340-358, Nov. 2005.
-
(2005)
Appl. Comput. Harmonic Anal.
, vol.19
, Issue.3
, pp. 340-358
-
-
Elad, M.1
Starck, J.2
Querre, P.3
Donoho, D.4
-
21
-
-
35548953504
-
Morphological component analysis: An adaptive thresholding strategy
-
Nov.
-
J. Bobin, J.-L. Starck, J. M. Fadili, Y. Moudden, and D. L. Donoho, "Morphological component analysis: An adaptive thresholding strategy," IEEE Trans. Image Process., vol. 16, no. 11, pp. 2675-2681, Nov. 2007.
-
(2007)
IEEE Trans. Image Process.
, vol.16
, Issue.11
, pp. 2675-2681
-
-
Bobin, J.1
Starck, J.-L.2
Fadili, J.M.3
Moudden, Y.4
Donoho, D.L.5
-
22
-
-
78651537409
-
Learning the morphological diversity
-
Jul.
-
G. Peyre, J. Fadili, and J. Starck, "Learning the morphological diversity," SIAM J. Imaging Sci., vol. 3, no. 3, pp. 646-669, Jul. 2010.
-
(2010)
SIAM J. Imaging Sci.
, vol.3
, Issue.3
, pp. 646-669
-
-
Peyre, G.1
Fadili, J.2
Starck, J.3
-
23
-
-
42149162472
-
Learning adapted dictionaries for geometry and texture separation
-
G. Peyre, J. Fadili, and J.-L. Starck, "Learning adapted dictionaries for geometry and texture separation," in Proc. SPIE, 2007, p. 670 11T.
-
(2007)
Proc. SPIE
, pp. 670
-
-
Peyre, G.1
Fadili, J.2
Starck, J.-L.3
-
25
-
-
62749179653
-
Algorithms for signal separation exploiting sparse representations, with application to texture image separation
-
Dec.
-
N. Shoham and M. Elad, "Algorithms for signal separation exploiting sparse representations, with application to texture image separation," in Proc. IEEEI 25th Conv. Elect. Electron. Eng. Israel, Dec. 2008, pp. 538-542.
-
(2008)
Proc. IEEEI 25th Conv. Elect. Electron. Eng. Israel
, pp. 538-542
-
-
Shoham, N.1
Elad, M.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
-
-
64649083745
-
Signal recovery from random measurements via orthogonal matching pursuit
-
Dec.
-
J. A. Tropp and A. C. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
-
(2007)
IEEE Trans. Inf. Theory
, vol.53
, Issue.12
, pp. 4655-4666
-
-
Tropp, J.A.1
Gilbert, A.C.2
-
28
-
-
0031102203
-
Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm
-
Mar.
-
I. Gorodnitsky and B. Rao, "Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm," IEEE Trans. Signal Process., vol. 45, no. 3, pp. 600-616, Mar. 1997.
-
(1997)
IEEE Trans. Signal Process.
, vol.45
, Issue.3
, pp. 600-616
-
-
Gorodnitsky, I.1
Rao, B.2
-
29
-
-
70349195918
-
Parsimonious dictionary learning
-
Apr.
-
M. Yaghoobi, T. Blumensath, and M. Davies, "Parsimonious dictionary learning," in Proc. IEEE ICASSP, Apr. 2009, pp. 2869-2872.
-
(2009)
Proc. IEEE ICASSP
, pp. 2869-2872
-
-
Yaghoobi, M.1
Blumensath, T.2
Davies, M.3
-
30
-
-
78049367080
-
Harmonic variable-size dictionary learning for music source separation
-
Mar.
-
S. Tjoa, M. Stamm, W. Lin, and K. Liu, "Harmonic variable-size dictionary learning for music source separation," in Proc. IEEE ICASSP, Mar. 2010, pp. 413-416.
-
(2010)
Proc. IEEE ICASSP
, pp. 413-416
-
-
Tjoa, S.1
Stamm, M.2
Lin, W.3
Liu, K.4
-
31
-
-
68949221380
-
Efficient implementation of theK-SVD algorithmusing batch orthogonalmatching pursuit Technion, Haifa, Israel
-
R. Rubinstein, M. Zibulevsky, and M. Elad, Efficient implementation of theK-SVD algorithmusing batch orthogonalmatching pursuit Technion, Haifa, Israel, Tech. Rep., 2008.
-
(2008)
Tech. Rep.
-
-
Rubinstein, R.1
Zibulevsky, M.2
Elad, M.3
-
32
-
-
0032629347
-
Fast and robust fixed-point algorithms for independent component analysis
-
May
-
A. Hyvarinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 626-634, May 1999.
-
(1999)
IEEE Trans. Neural Netw.
, vol.10
, Issue.3
, pp. 626-634
-
-
Hyvarinen, A.1
-
33
-
-
33749754615
-
A new learning algorithm for blind signal separation
-
Cambridge, MA: MIT Press
-
S. Amari, A. Cichocki, and H. H. Yang, "A new learning algorithm for blind signal separation," in Advances in Neural Information Processing Systems. Cambridge, MA: MIT Press, 1996, pp. 757-763.
-
(1996)
Advances in Neural Information Processing Systems
, pp. 757-763
-
-
Amari, S.1
Cichocki, A.2
Yang, H.H.3
|