-
1
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inform. Theory 52(2), pp. 489 - 509, 2006.
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
2
-
-
33645712892
-
Compressed sensing
-
D. L. Donoho, "Compressed sensing," IEEE Trans. Inform. Theory 52(4), pp. 1289-1306, 2006.
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.L.1
-
4
-
-
77954417347
-
Exploiting structure in wavelet-based bayesian compressive sensing
-
Accepted for publication
-
L. He and L. Carin, "Exploiting structure in wavelet-based bayesian compressive sensing." Accepted for publication in IEEE Trans. Sig. Proc.
-
IEEE Trans. Sig. Proc.
-
-
He, L.1
Carin, L.2
-
5
-
-
77954410348
-
Performance bounds for expander-based compressed sensing with Poisson noise
-
S. Jafarpour, R. Willett, M. Raginsky, and R. Calderbank, "Performance bounds for expander-based compressed sensing with Poisson noise," in Proc. Asilomar, 2009.
-
(2009)
Proc. Asilomar
-
-
Jafarpour, S.1
Willett, R.2
Raginsky, M.3
Calderbank, R.4
-
6
-
-
33748575920
-
Signal reconstruction from noisy random projections
-
J. Haupt and R. Nowak, "Signal reconstruction from noisy random projections," IEEE Trans. Inform. Theory 52(9), pp. 4036-4048, 2006.
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, Issue.9
, pp. 4036-4048
-
-
Haupt, J.1
Nowak, R.2
-
7
-
-
29144439194
-
Decoding by linear programming
-
E. J. Candès and T. Tao, "Decoding by linear programming," IEEE Trans. Inform. Theory 15(12), pp. 4203-4215, 2005.
-
(2005)
IEEE Trans. Inform. Theory
, vol.15
, Issue.12
, pp. 4203-4215
-
-
Candès, E.J.1
Tao, T.2
-
8
-
-
34548275795
-
The Dantzig selector: Statistical estimation when p is much larger than n
-
E. J. Candès and T. Tao, "The Dantzig selector: Statistical estimation when p is much larger than n," Ann. Stat. 35, pp. 2313-2351, 2007.
-
(2007)
Ann. Stat.
, vol.35
, pp. 2313-2351
-
-
Candès, E.J.1
Tao, T.2
-
9
-
-
0038095326
-
Fourier transform photography: A new method for X-ray astronomy
-
J. G. Ables, "Fourier transform photography: a new method for X-ray astronomy," Proc. Astron. Soc. Aust. 1, p. 172, 1968.
-
(1968)
Proc. Astron. Soc. Aust.
, vol.1
, pp. 172
-
-
Ables, J.G.1
-
10
-
-
0001063639
-
Scatter-hole cameras for X-rays and gamma-rays
-
R. H. Dicke, "Scatter-hole cameras for X-rays and gamma-rays," Astrophys. J. 153, pp. L101-L106, 1968.
-
(1968)
Astrophys. J.
, vol.153
-
-
Dicke, R.H.1
-
12
-
-
0039569297
-
Coded aperture imaging in X- and gammaray astronomy
-
E. Caroli, J. B. Stephen, G. D. Cocco, L. Natalucci, and A. Spizzichino, "Coded aperture imaging in X- and gammaray astronomy," Space Science Reviews 45, pp. 349-403, 1987.
-
(1987)
Space Science Reviews
, vol.45
, pp. 349-403
-
-
Caroli, E.1
Stephen, J.B.2
Cocco, G.D.3
Natalucci, L.4
Spizzichino, A.5
-
13
-
-
48749135174
-
Imaging with coded-aperture masks
-
Mar.
-
G. Skinner, "Imaging with coded-aperture masks," Nucl. Instrum. Methods Phys. Res. 221, pp. 33-40, Mar. 1984.
-
(1984)
Nucl. Instrum. Methods Phys. Res.
, vol.221
, pp. 33-40
-
-
Skinner, G.1
-
14
-
-
0035725801
-
A coded aperture for high-resolution nuclear medicine planarimaging with a conventional anger camera: Experimental results
-
R. Accorsi, F. Gasparini, and R. C. Lanza, "A coded aperture for high-resolution nuclear medicine planarimaging with a conventional anger camera: experimental results," IEEE Trans. Nucl. Sci. 28, pp. 2411-2417, 2001.
-
(2001)
IEEE Trans. Nucl. Sci.
, vol.28
, pp. 2411-2417
-
-
Accorsi, R.1
Gasparini, F.2
Lanza, R.C.3
-
15
-
-
0019985493
-
Imaging with rotating slit apertures and rotating collimators
-
G. R. Gindi, J. Arendt, H. H. Barrett, M. Y. Chiu, A. Ervin, C. L. Giles, M. A. Kujoory, E. L. Miller, and R. G. Simpson, "Imaging with rotating slit apertures and rotating collimators," Med. Phys. 9, pp. 324-339, 1982.
-
(1982)
Med. Phys.
, vol.9
, pp. 324-339
-
-
Gindi, G.R.1
Arendt, J.2
Barrett, H.H.3
Chiu, M.Y.4
Ervin, A.5
Giles, C.L.6
Kujoory, M.A.7
Miller, E.L.8
Simpson, R.G.9
-
16
-
-
0035355059
-
An investigation of coded aperture imaging for small animal SPECT
-
S. R. Meikle, R. R. Fulton, S. Eberl, M. Bahlbom, K. Wong, and M. J. Fulham, "An investigation of coded aperture imaging for small animal SPECT," IEEE Trans. Nucl. Sci. 28, pp. 816-821, 2001.
-
(2001)
IEEE Trans. Nucl. Sci.
, vol.28
, pp. 816-821
-
-
Meikle, S.R.1
Fulton, R.R.2
Eberl, S.3
Bahlbom, M.4
Wong, K.5
Fulham, M.J.6
-
17
-
-
36949035987
-
Image and depth from a conventional camera with a coded aperture
-
A. Levin, R. Fergus, F. Durand, and W. T. Freeman, "Image and depth from a conventional camera with a coded aperture," in Proc. of Intl. Conf. Comp. Graphics. and Inter. Tech., 2007.
-
(2007)
Proc. of Intl. Conf. Comp. Graphics. and Inter. Tech.
-
-
Levin, A.1
Fergus, R.2
Durand, F.3
Freeman, W.T.4
-
18
-
-
84975577929
-
New family of binary arrays for coded aperture imaging
-
S. R. Gottesman and E. E. Fenimore, "New family of binary arrays for coded aperture imaging," Appl. Opt. 28, 1989.
-
Appl. Opt.
, vol.28
, pp. 1989
-
-
Gottesman, S.R.1
Fenimore, E.E.2
-
20
-
-
65649119355
-
Compressive coded aperture imaging
-
(San Jose, CA), January
-
R. F. Marcia, Z. T. Harmany, and R. M. Willett, "Compressive coded aperture imaging," in Proc. SPIE Electron. Imag., (San Jose, CA), January 2009.
-
(2009)
Proc. SPIE Electron. Imag.
-
-
Marcia, R.F.1
Harmany, Z.T.2
Willett, R.M.3
-
21
-
-
34548093547
-
Random projections imaging with extended space-bandwidth product
-
A. Stern and B. Javidi, "Random projections imaging with extended space-bandwidth product," IEEE/OSA J. Disp. Technol. 3(3), pp. 315-320, 2007.
-
(2007)
IEEE/OSA J. Disp. Technol.
, vol.3
, Issue.3
, pp. 315-320
-
-
Stern, A.1
Javidi, B.2
-
22
-
-
41949102240
-
Toeplitz-structured compressed sensing matrices
-
W. Bajwa, J. Haupt, G. Raz, S. Wright, and R. Nowak, "Toeplitz- structured compressed sensing matrices," in Proc. IEEE Stat. Sig. Proc. Workshop, 2007.
-
(2007)
Proc. IEEE Stat. Sig. Proc. Workshop
-
-
Bajwa, W.1
Haupt, J.2
Raz, G.3
Wright, S.4
Nowak, R.5
-
23
-
-
77954414034
-
Compressive sampling by random convolution
-
To appear
-
J. Romberg, "Compressive sampling by random convolution." To appear in SIAM J. Sci. Comput., 2009.
-
(2009)
SIAM J. Sci. Comput.
-
-
Romberg, J.1
-
27
-
-
0001531895
-
Two-point step size gradient methods
-
J. Barzilai and J. M. Borwein, "Two-point step size gradient methods," IMA J. of Numer. Anal. 8(1), pp. 141-148, 1988.
-
(1988)
IMA J. of Numer. Anal.
, vol.8
, Issue.1
, pp. 141-148
-
-
Barzilai, J.1
Borwein, J.M.2
-
28
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
-
Special Issue on Convex Optimization Methods for Signal Processing
-
M. A. T. Figueiredo, R. D. Nowak, and S. J. Wright, "Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems," IEEE J. Sel. Top. Sign. Proces.: Special Issue on Convex Optimization Methods for Signal Processing 1(4), pp. 586-597, 2007.
-
(2007)
IEEE J. Sel. Top. Sign. Proces.
, vol.1
, Issue.4
, pp. 586-597
-
-
Figueiredo, M.A.T.1
Nowak, R.D.2
Wright, S.J.3
-
30
-
-
33747727601
-
Wavelet-based statistical signal-processing using hidden markovmodels
-
April
-
M. S. Crouse, R. D. Nowak, and R. G. Baraniuk, "Wavelet-based statistical signal-processing using hidden markovmodels," IEEE Trans. Sig. Proc. 46, pp. 886-902, April 1998.
-
(1998)
IEEE Trans. Sig. Proc.
, vol.46
, pp. 886-902
-
-
Crouse, M.S.1
Nowak, R.D.2
Baraniuk, R.G.3
-
31
-
-
69349096925
-
Model-based compressive sensing
-
Submitted
-
R. Baraniuk, V. Cevher, M. Duarte, and C. Hegde, "Model-based compressive sensing," IEEE Trans. on Inform. Theory, 2008. Submitted.
-
(2008)
IEEE Trans. on Inform. Theory
-
-
Baraniuk, R.1
Cevher, V.2
Duarte, M.3
Hegde, C.4
-
32
-
-
65649140353
-
Phase transitions for high-dimensional joint support recovery
-
S. Negahban and M. Wainwright, "Phase transitions for high-dimensional joint support recovery," in NIPS, 2008.
-
(2008)
NIPS
-
-
Negahban, S.1
Wainwright, M.2
-
33
-
-
33750729556
-
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
-
M. Belkin, P. Niyogi, and V. Singhwani, "Manifold regularization: A geometric framework for learning from labeled and unlabeled examples," Journal of Machine Learning Research 7, pp. 2399 - 2434, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 2399-2434
-
-
Belkin, M.1
Niyogi, P.2
Singhwani, V.3
-
34
-
-
53949100479
-
-
Springer
-
A. N. Gorban, B. Kégl, D. C. Wunsch, and A. Zinovyev, Principal Manifolds for Data Visualization and Dimension Reduction, Springer, 2007.
-
(2007)
Principal Manifolds for Data Visualization and Dimension Reduction
-
-
Gorban, A.N.1
Kégl, B.2
Wunsch, D.C.3
Zinovyev, A.4
-
35
-
-
34548277499
-
The smashed filter for compressive classification and target recognition
-
M. Davenport, M. Duarte, M. Wakin, J. Laska, D. Takhar, K. Kelly, and R. Baraniuk, "The smashed filter for compressive classification and target recognition," in Proc. SPIE Elecron. Imag., 2007.
-
(2007)
Proc. SPIE Elecron. Imag.
-
-
Davenport, M.1
Duarte, M.2
Wakin, M.3
Laska, J.4
Takhar, D.5
Kelly, K.6
Baraniuk, R.7
-
36
-
-
78049255234
-
Multi-manifold semi-supervised learning
-
A. Goldberg, X. Zhu, A. Singh, Z. Xu, and R. Nowak, "Multi-manifold semi-supervised learning," in AISTATS, 2009.
-
(2009)
AISTATS
-
-
Goldberg, A.1
Zhu, X.2
Singh, A.3
Xu, Z.4
Nowak, R.5
-
37
-
-
65549146496
-
Semisupervised multitask learning
-
Q. Liu, X. Liao, H. Li, J. R. Stack, and L. Carin, "Semisupervised multitask learning," IEEE Tran. Patt. Anal. Mach. Int. 31(6), pp. 1074-1086, 2009.
-
(2009)
IEEE Tran. Patt. Anal. Mach. Int.
, vol.31
, Issue.6
, pp. 1074-1086
-
-
Liu, Q.1
Liao, X.2
Li, H.3
Stack, J.R.4
Carin, L.5
-
39
-
-
4344639799
-
Estimating inhomogeneous fields using wireless sensor networks
-
R. Nowak, U. Mitra, and R. Willett, "Estimating inhomogeneous fields using wireless sensor networks," IEEE J. Sel. Areas Commun. 22(6), pp. 999-1006, 2004.
-
(2004)
IEEE J. Sel. Areas Commun.
, vol.22
, Issue.6
, pp. 999-1006
-
-
Nowak, R.1
Mitra, U.2
Willett, R.3
-
40
-
-
65349084276
-
Multiscale Poisson intensity and density estimation
-
R. Willett and R. Nowak, "Multiscale Poisson intensity and density estimation," IEEE Trans. Inform. Theory 53(9), pp. 3171-3187, 2007.
-
(2007)
IEEE Trans. Inform. Theory
, vol.53
, Issue.9
, pp. 3171-3187
-
-
Willett, R.1
Nowak, R.2
-
41
-
-
0038321621
-
Platelets: A multiscale approach for recovering edges and surfaces in photon-limited medical imaging
-
R. Willett and R. Nowak, "Platelets: a multiscale approach for recovering edges and surfaces in photon-limited medical imaging," IEEE Trans. Med. Imaging 22(3), pp. 332-350, 2003.
-
(2003)
IEEE Trans. Med. Imaging
, vol.22
, Issue.3
, pp. 332-350
-
-
Willett, R.1
Nowak, R.2
-
42
-
-
15344346435
-
-
Society for Industrial and Applied Mathematics
-
T. Chan and J. Shen, Image Processing And Analysis: Variational, PDE, Wavelet, And Stochastic Methods, Society for Industrial and Applied Mathematics, 2005.
-
(2005)
Image Processing and Analysis: Variational, PDE, Wavelet, and Stochastic Methods
-
-
Chan, T.1
Shen, J.2
-
43
-
-
70350593691
-
Fast gradient-based algorithms for constrained total variation image denoising and deblurring problems
-
A. Beck and M. Teboulle, "Fast gradient-based algorithms for constrained total variation image denoising and deblurring problems," IEEE Trans. Image Process. 18(11), pp. 2419-34, 2009.
-
(2009)
IEEE Trans. Image Process.
, vol.18
, Issue.11
, pp. 2419-2434
-
-
Beck, A.1
Teboulle, M.2
|