-
2
-
-
84889024019
-
Hyperspectral image restoration using wavelets
-
B. Rasti, J. R. Sveinsson, M. O. Ulfarsson, and J. A. Benediktsson, "Hyperspectral image restoration using wavelets," in Proc. SPIE, 2013, vol. 8892, pp. 207-1-207-9.
-
(2013)
Proc. SPIE
, vol.8892
, pp. 2071-2079
-
-
Rasti, B.1
Sveinsson, J.R.2
Ulfarsson, M.O.3
Benediktsson, J.A.4
-
3
-
-
84901822956
-
Wavelet-based sparse reduced-rank regression for hyperspectral image restoration
-
Oct
-
B. Rasti, J. Sveinsson, and M. Ulfarsson, "Wavelet-based sparse reduced-rank regression for hyperspectral image restoration," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 10, pp. 6688-6698, Oct. 2014.
-
(2014)
IEEE Trans. Geosci. Remote Sens.
, vol.52
, Issue.10
, pp. 6688-6698
-
-
Rasti, B.1
Sveinsson, J.2
Ulfarsson, M.3
-
4
-
-
48849088937
-
Hyperspectral subspace identification
-
Aug
-
J. Bioucas-Dias and J. Nascimento, "Hyperspectral subspace identification," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 8, pp. 2435-2445, Aug. 2008.
-
(2008)
IEEE Trans. Geosci. Remote Sens.
, vol.46
, Issue.8
, pp. 2435-2445
-
-
Bioucas-Dias, J.1
Nascimento, J.2
-
5
-
-
1842481516
-
Estimation of number of spectrally distinct signal sources in hyperspectral imagery
-
Mar
-
C.-I. Chang and Q. Du, "Estimation of number of spectrally distinct signal sources in hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 3, pp. 608-619, Mar. 2004.
-
(2004)
IEEE Trans. Geosci. Remote Sens.
, vol.42
, Issue.3
, pp. 608-619
-
-
Chang, C.-I.1
Du, Q.2
-
6
-
-
0009055256
-
Determining the number and identity of spectral endmembers: An integrated approach using Neyman-Pearson eigenthresholding and iterative constrained RMS error minimization
-
J. Harsanyi, W. Farrand, and C. Chang, "Determining the number and identity of spectral endmembers: An integrated approach using Neyman-Pearson eigenthresholding and iterative constrained RMS error minimization," in Proc. 9th Thematic Conf. Geol. Remote Sens., 1993.
-
Proc. 9th Thematic Conf. Geol. Remote Sens., 1993
-
-
Harsanyi, J.1
Farrand, W.2
Chang, C.3
-
7
-
-
0018015137
-
Modeling by shortest data description
-
Sep
-
J. Rissanen, "Modeling by shortest data description," Automatica, vol. 14, no. 5, pp. 465-471, Sep. 1978.
-
(1978)
Automatica
, vol.14
, Issue.5
, pp. 465-471
-
-
Rissanen, J.1
-
8
-
-
0016355478
-
A new look at the statistical model identification
-
Dec
-
H. Akaike, "A new look at the statistical model identification," IEEE Trans. Autom. Control, vol. 19, no. 6, pp. 716-723, Dec. 1974.
-
(1974)
IEEE Trans. Autom. Control
, vol.19
, Issue.6
, pp. 716-723
-
-
Akaike, H.1
-
9
-
-
84866234414
-
Empirical automatic estimation of the number of endmembers in hyperspectral images
-
Jan
-
B. Luo, J. Chanussot, S. Doute, and L. Zhang, "Empirical automatic estimation of the number of endmembers in hyperspectral images," IEEE Geosci. Remote Sens. Lett., vol. 10, no. 1, pp. 24-28, Jan. 2013.
-
(2013)
IEEE Geosci. Remote Sens. Lett.
, vol.10
, Issue.1
, pp. 24-28
-
-
Luo, B.1
Chanussot, J.2
Doute, S.3
Zhang, L.4
-
10
-
-
34547229626
-
Sparsity promoting iterated constrained endmember detection in hyperspectral imagery
-
Jul
-
A. Zare and P. Gader, "Sparsity promoting iterated constrained endmember detection in hyperspectral imagery," IEEE Geosci. Remote Sens. Lett., vol. 4, no. 3, pp. 446-450, Jul. 2007.
-
(2007)
IEEE Geosci. Remote Sens. Lett.
, vol.4
, Issue.3
, pp. 446-450
-
-
Zare, A.1
Gader, P.2
-
11
-
-
7044222060
-
ICE: A statistical approach to identifying endmembers in hyperspectral images
-
Oct
-
M. Berman et al., "ICE: A statistical approach to identifying endmembers in hyperspectral images," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2085-2095, Oct. 2004.
-
(2004)
IEEE Trans. Geosci. Remote Sens.
, vol.42
, Issue.10
, pp. 2085-2095
-
-
Berman, M.1
-
12
-
-
36749083452
-
Rank estimation and redundancy reduction of high-dimensional noisy signals with preservation of rare vectors
-
Dec
-
O. Kuybeda, D. Malah, and M. Barzohar, "Rank estimation and redundancy reduction of high-dimensional noisy signals with preservation of rare vectors," IEEE Trans. Signal Process., vol. 55, no. 12, pp. 5579-5592, Dec. 2007.
-
(2007)
IEEE Trans. Signal Process.
, vol.55
, Issue.12
, pp. 5579-5592
-
-
Kuybeda, O.1
Malah, D.2
Barzohar, M.3
-
13
-
-
80052320461
-
Simultaneous denoising and intrinsic order selection in hyperspectral imaging
-
Sep
-
M. Farzam and S. Beheshti, "Simultaneous denoising and intrinsic order selection in hyperspectral imaging," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 9, pp. 3423-3436, Sep. 2011.
-
(2011)
IEEE Trans. Geosci. Remote Sens.
, vol.49
, Issue.9
, pp. 3423-3436
-
-
Farzam, M.1
Beheshti, S.2
-
14
-
-
84880258085
-
Hyperspectral data geometry-based estimation of number of endmembers using p-norm-based pure pixel identification algorithm
-
May
-
A. Ambikapathi, T.-H. Chan, C.-Y. Chi, and K. Keizer, "Hyperspectral data geometry-based estimation of number of endmembers using p-norm-based pure pixel identification algorithm," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 5, pp. 2753-2769, May 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sens.
, vol.51
, Issue.5
, pp. 2753-2769
-
-
Ambikapathi, A.1
Chan, T.-H.2
Chi, C.-Y.3
Keizer, K.4
-
15
-
-
84873156858
-
Hyperspectral image denoising using 3D wavelets
-
B. Rasti, J. R. Sveinsson, M. O. Ulfarsson, and J. A. Benediktsson, "Hyperspectral image denoising using 3D wavelets," in Proc. IEEE IGARSS, Jul. 2012, pp. 1349-1352.
-
Proc. IEEE IGARSS, Jul. 2012
, pp. 1349-1352
-
-
Rasti, B.1
Sveinsson, J.R.2
Ulfarsson, M.O.3
Benediktsson, J.A.4
-
16
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
S. Chen, D. Donoho, and M. Saunders, "Atomic decomposition by basis pursuit," SIAM J. Sci. Comput., vol. 20, no. 1, pp. 33-61, 1998.
-
(1998)
SIAM J. Sci. Comput.
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.1
Donoho, D.2
Saunders, M.3
-
17
-
-
84889076513
-
Wavelet based hyperspectral image restoration using spatial and spectral penalties
-
B. Rasti, J. R. Sveinsson, M. O. Ulfarsson, and J. A. Benediktsson, "Wavelet based hyperspectral image restoration using spatial and spectral penalties," in Proc. SPIE, 2013, vol. 8892, pp. 920I-1-920I-8.
-
(2013)
Proc. SPIE
, vol.8892
, pp. 920I1-920I8
-
-
Rasti, B.1
Sveinsson, J.R.2
Ulfarsson, M.O.3
Benediktsson, J.A.4
-
18
-
-
77956649096
-
A survey of cross-validation procedures for model selection
-
S. Arlot and A. Celisse, "A survey of cross-validation procedures for model selection," Statist. Surveys, vol. 4, pp. 40-79, 2010.
-
(2010)
Statist. Surveys
, vol.4
, pp. 40-79
-
-
Arlot, S.1
Celisse, A.2
-
19
-
-
84864136882
-
Regularization parameter selection for nonlinear iterative image restoration and MRI reconstruction using GCV and SURE-based methods
-
Aug
-
S. Ramani, Z. Liu, J. Rosen, J.-F. Nielsen, and J. Fessler, "Regularization parameter selection for nonlinear iterative image restoration and MRI reconstruction using GCV and SURE-based methods," IEEE Trans. Image Process., vol. 21, no. 8, pp. 3659-3672, Aug. 2012.
-
(2012)
IEEE Trans. Image Process.
, vol.21
, Issue.8
, pp. 3659-3672
-
-
Ramani, S.1
Liu, Z.2
Rosen, J.3
Nielsen, J.-F.4
Fessler, J.5
-
20
-
-
0000169918
-
Estimation of the mean of a multivariate normal distribution
-
Nov
-
C. M. Stein, "Estimation of the mean of a multivariate normal distribution," Ann. Statist., vol. 9, no. 6, pp. 1135-1151, Nov. 1981.
-
(1981)
Ann. Statist.
, vol.9
, Issue.6
, pp. 1135-1151
-
-
Stein, C.M.1
-
21
-
-
84950459514
-
Adapting to unknown smoothness via wavelet shrinkage
-
D. Donoho and I. Johnstone, "Adapting to unknown smoothness via wavelet shrinkage," J. Amer. Statist. Assoc., vol. 90, no. 432, pp. 1200-1224, 1995.
-
(1995)
J. Amer. Statist. Assoc.
, vol.90
, Issue.432
, pp. 1200-1224
-
-
Donoho, D.1
Johnstone, I.2
-
22
-
-
0030402763
-
A SURE-fired way to choose smoothing parameters in ill-conditioned inverse problems
-
V. Solo, "A SURE-fired way to choose smoothing parameters in ill-conditioned inverse problems," in Proc. IEEE ICIP, 1996, vol. 3, pp. 89-92.
-
(1996)
Proc. IEEE ICIP
, vol.3
, pp. 89-92
-
-
Solo, V.1
-
23
-
-
84880562555
-
Tuning parameter selection for underdetermined reduced-rank regression
-
Sep
-
M. Ulfarsson and V. Solo, "Tuning parameter selection for underdetermined reduced-rank regression," IEEE Signal Process. Lett., vol. 20, no. 9, pp. 881-884, Sep. 2013.
-
(2013)
IEEE Signal Process. Lett.
, vol.20
, Issue.9
, pp. 881-884
-
-
Ulfarsson, M.1
Solo, V.2
-
24
-
-
58049218569
-
Dimension estimation in noisy PCA with SURE and random matrix theory
-
Dec
-
M. Ulfarsson and V. Solo, "Dimension estimation in noisy PCA with SURE and random matrix theory," IEEE Trans. Signal Process., vol. 56, no. 12, pp. 5804-5816, Dec. 2008.
-
(2008)
IEEE Trans. Signal Process.
, vol.56
, Issue.12
, pp. 5804-5816
-
-
Ulfarsson, M.1
Solo, V.2
-
25
-
-
84947877174
-
-
Ph.D. dissertation, Dept. Elect. Comput. Eng., Univ. Iceland, Reykjavík, Iceland, Dec
-
B. Rasti, "Sparse hyperspectral image modeling and restoration," Ph.D. dissertation, Dept. Elect. Comput. Eng., Univ. Iceland, Reykjavík, Iceland, Dec. 2014.
-
(2014)
Sparse Hyperspectral Image Modeling and Restoration
-
-
Rasti, B.1
-
26
-
-
84947877175
-
-
[Online]
-
[Online]. Available: https://engineering.purdue.edu/~biehl/MultiSpec/hyperspectral.html
-
-
-
-
27
-
-
84947877176
-
-
[Online]
-
[Online]. Available: http://aviris.jpl.nasa.gov/data/free-data.html
-
-
-
-
29
-
-
84947877177
-
-
[Online]
-
[Online]. Available: http://www.itres.com/casi-1500/
-
-
-
-
30
-
-
84947877178
-
-
[Online]
-
[Online]. Available: http://speclab.cr.usgs.gov/cuprite95.tgif.2.2um-map.gif
-
-
-
|