-
2
-
-
33646682646
-
Nonnegative matrix factorization for spectral data analysis
-
J.P.V.P. Pauca, and R.J. Plemmons Nonnegative matrix factorization for spectral data analysis Linear Algebra Appl. 416 1 2006 29 47
-
(2006)
Linear Algebra Appl.
, vol.416
, Issue.1
, pp. 29-47
-
-
Pauca, J.P.V.P.1
Plemmons, R.J.2
-
3
-
-
80455174036
-
Chance-constrained robust minimum-volume enclosing simplex algorithm for hyperspectral unmixing
-
W.M.A. Ambikapathi, T. Chan, and C. Chi Chance-constrained robust minimum-volume enclosing simplex algorithm for hyperspectral unmixing IEEE Trans. Geosci. Remote Sens. 49 11 2011 4194 4209
-
(2011)
IEEE Trans. Geosci. Remote Sens.
, vol.49
, Issue.11
, pp. 4194-4209
-
-
Ambikapathi, W.M.A.1
Chan, T.2
Chi, C.3
-
4
-
-
12144289543
-
A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data
-
R.P.A. Plaza, P. Martinez, and J. Plaza A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data IEEE Trans. Geosci. Remote Sens. 42 3 2004 650 663
-
(2004)
IEEE Trans. Geosci. Remote Sens.
, vol.42
, Issue.3
, pp. 650-663
-
-
Plaza, R.P.A.1
Martinez, P.2
Plaza, J.3
-
5
-
-
0000385570
-
Fast autonomous spectral end-member determination in hyperspectral data
-
Vancouver, BC, Canada
-
M. Winter Fast autonomous spectral end-member determination in hyperspectral data Proc. 13th Int. Conf. Appl. Geologic Remote Sens., vol. 2 Vancouver, BC, Canada 1999 337 344
-
(1999)
Proc. 13th Int. Conf. Appl. Geologic Remote Sens., Vol. 2
, pp. 337-344
-
-
Winter, M.1
-
7
-
-
16444373735
-
Vertex component analysis: A fast algorithm to unmix hyperspectral data
-
J.M. Nascimento, and J. Bioucas-Dias Vertex component analysis: a fast algorithm to unmix hyperspectral data IEEE Trans. Geosci. Remote Sens. 43 4 2005 898 910
-
(2005)
IEEE Trans. Geosci. Remote Sens.
, vol.43
, Issue.4
, pp. 898-910
-
-
Nascimento, J.M.1
Bioucas-Dias, J.2
-
8
-
-
70350488509
-
A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing
-
Y.M.H.T.H. Chan, C.Y. Chi, and W.K. Ma A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing IEEE Trans. Geosci. Remote Sens. 47 11 2009 4418 4432
-
(2009)
IEEE Trans. Geosci. Remote Sens.
, vol.47
, Issue.11
, pp. 4418-4432
-
-
Chan, Y.M.H.T.H.1
Chi, C.Y.2
Ma, W.K.3
-
11
-
-
80455158223
-
Nonlinear unmixing of hyperspectral images using a generalized bilinear model
-
Y.A. Abderrahim Halimi, and N. Dobigeon Nonlinear unmixing of hyperspectral images using a generalized bilinear model IEEE Trans. Geosci. Remote Sens. 49 11 2011 4153 4162
-
(2011)
IEEE Trans. Geosci. Remote Sens.
, vol.49
, Issue.11
, pp. 4153-4162
-
-
Abderrahim Halimi, Y.A.1
Dobigeon, N.2
-
12
-
-
0001395470
-
Spectral mixture modeling: A new analysis of rock and soil types at the viking lander 1 site
-
M.O.S.J.B. Adams, and P.E. Johnson Spectral mixture modeling: a new analysis of rock and soil types at the viking lander 1 site J. Geophys. Res. 91 1986 8098 8112
-
(1986)
J. Geophys. Res.
, vol.91
, pp. 8098-8112
-
-
Adams, M.O.S.J.B.1
Johnson, P.E.2
-
13
-
-
0035273728
-
Fully constrained least-squares linear spectral mixture analysis method for material quantification in hyperspectral imagery
-
D.C. Heinz, and C. Chang Fully constrained least-squares linear spectral mixture analysis method for material quantification in hyperspectral imagery IEEE Trans. Geosci. Remote Sens. 39 3 2001 529 545
-
(2001)
IEEE Trans. Geosci. Remote Sens.
, vol.39
, Issue.3
, pp. 529-545
-
-
Heinz, D.C.1
Chang, C.2
-
14
-
-
0030189048
-
On the relationship between spectral unmixing and subspace projection
-
J. Settle On the relationship between spectral unmixing and subspace projection IEEE Trans. Geosci. Remote Sens. 34 4 1996 1045 1046
-
(1996)
IEEE Trans. Geosci. Remote Sens.
, vol.34
, Issue.4
, pp. 1045-1046
-
-
Settle, J.1
-
15
-
-
46749145829
-
Semi-supervised linear spectral unmixing using a hierarchical bayesian model for hyperspectral imagery
-
J.T.N. Dobigeon, and C. Chang Semi-supervised linear spectral unmixing using a hierarchical bayesian model for hyperspectral imagery IEEE Trans. Signal Process 56 7 2008 2684 2695
-
(2008)
IEEE Trans. Signal Process
, vol.56
, Issue.7
, pp. 2684-2695
-
-
Dobigeon, J.T.N.1
Chang, C.2
-
16
-
-
77952616442
-
Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery
-
C.M.O. Eches, N. Dobigeon, and J. Tourneret Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery IEEE Trans. Image Process. 19 6 2010 1403 1413
-
(2010)
IEEE Trans. Image Process.
, vol.19
, Issue.6
, pp. 1403-1413
-
-
Eches, C.M.O.1
Dobigeon, N.2
Tourneret, J.3
-
17
-
-
0028561099
-
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
-
P. Paatero, and U. Tapper Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values Environmetrics 5 2 1994 116 126
-
(1994)
Environmetrics
, vol.5
, Issue.2
, pp. 116-126
-
-
Paatero, P.1
Tapper, U.2
-
18
-
-
0033592606
-
Learning the parts of objects by nonnegative matrix factorization
-
D.D. Lee, and H.S. Seung Learning the parts of objects by nonnegative matrix factorization Nature 401 6755 1999 788 791
-
(1999)
Nature
, vol.401
, Issue.6755
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
19
-
-
33847733865
-
Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization
-
L. Miao, and H. Qi Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization IEEE Trans. Geosci. Remote Sens. 45 3 2007 765 777
-
(2007)
IEEE Trans. Geosci. Remote Sens.
, vol.45
, Issue.3
, pp. 765-777
-
-
Miao, L.1
Qi, H.2
-
23
-
-
84869498082
-
Total variation spatial regularization for sparse hyperspectral unmixing
-
J.M.B.-D. Marian-Daniel Iordache, and A. Plaza Total variation spatial regularization for sparse hyperspectral unmixing IEEE Trans. Geosci. Remote Sens. 50 11 2012 4484 4502
-
(2012)
IEEE Trans. Geosci. Remote Sens.
, vol.50
, Issue.11
, pp. 4484-4502
-
-
Marian-Daniel Iordache, J.M.B.-D.1
Plaza, A.2
-
24
-
-
84880280725
-
Deblurring and sparse unmixing for hyperspectral images
-
T.-Z. Huang, M.K. Ng, X.-L. Zhao, F. Wang, and R. Plemmons Deblurring and sparse unmixing for hyperspectral images IEEE Trans. Geosci. Remote Sens. 51 7 2013 4045 4058
-
(2013)
IEEE Trans. Geosci. Remote Sens.
, vol.51
, Issue.7
, pp. 4045-4058
-
-
Huang, T.-Z.1
Ng, M.K.2
Zhao, X.-L.3
Wang, F.4
Plemmons, R.5
-
26
-
-
0000976724
-
The gaussian hare and the laplacian tortoise: Computability of squared-error versus absolute-error estimators
-
S. Portnoy, and R. Koenker The gaussian hare and the laplacian tortoise: computability of squared-error versus absolute-error estimators Stat. Sci. 12 4 1997 279 300
-
(1997)
Stat. Sci.
, vol.12
, Issue.4
, pp. 279-300
-
-
Portnoy, S.1
Koenker, R.2
-
27
-
-
0036172026
-
Alternative methods of linear regression
-
A. Giloni, and M. Padberg Alternative methods of linear regression Math. Comput. Model. 35 2002 361 374
-
(2002)
Math. Comput. Model.
, vol.35
, pp. 361-374
-
-
Giloni, A.1
Padberg, M.2
-
30
-
-
30844445842
-
Algorithms for simultaneous sparse approximation. Part i: Greedy pursuit
-
A.C.G.J.A. Tropp, and M.J. Strauss Algorithms for simultaneous sparse approximation. Part i: greedy pursuit Signal Process. 86 3 2006 572 588
-
(2006)
Signal Process.
, vol.86
, Issue.3
, pp. 572-588
-
-
Tropp, A.C.G.J.A.1
Strauss, M.J.2
-
31
-
-
84886730297
-
Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition
-
Los Alamitos, CA, USA
-
R.R.Y.C. Pati, and P. Krishnaprasad Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition Proc. 27th Asilomar Conference Los Alamitos, CA, USA 2003
-
(2003)
Proc. 27th Asilomar Conference
-
-
Pati, R.R.Y.C.1
Krishnaprasad, P.2
-
32
-
-
33947142837
-
Theoretical results on sparse representations of multiple-measurement vectors
-
J. Chen, and X. Huo Theoretical results on sparse representations of multiple-measurement vectors IEEE Trans. Signal Process. 54 12 2006 4634 4643
-
(2006)
IEEE Trans. Signal Process.
, vol.54
, Issue.12
, pp. 4634-4643
-
-
Chen, J.1
Huo, X.2
-
33
-
-
33646800236
-
Sparse representations for multiple measurement vectors (MMV) in an overcomplete dictionary
-
J. Chen, and X. Huo Sparse representations for multiple measurement vectors (MMV) in an overcomplete dictionary ICASSP 2005 2005 257 260
-
(2005)
ICASSP 2005
, pp. 257-260
-
-
Chen, J.1
Huo, X.2
-
34
-
-
65749110333
-
Subspace pursuit for compressive sensing signal reconstruction
-
W. Dai, and O. Milenkovic Subspace pursuit for compressive sensing signal reconstruction IEEE Trans. Inform. Theory 55 5 2009 2230 2249
-
(2009)
IEEE Trans. Inform. Theory
, vol.55
, Issue.5
, pp. 2230-2249
-
-
Dai, W.1
Milenkovic, O.2
-
35
-
-
0035273106
-
Atomic decomposition by basis pursuit
-
D.D.S. Chen, and M. Saunders Atomic decomposition by basis pursuit SIAM Rev. 43 1 2001 129 159
-
(2001)
SIAM Rev.
, vol.43
, Issue.1
, pp. 129-159
-
-
Chen, D.D.S.1
Saunders, M.2
-
36
-
-
58649115827
-
A fast approach for overcomplete sparse decomposition based on smoothed l0 norm
-
M.B.-Z. Hosein Mohimani, and C. Jutten A fast approach for overcomplete sparse decomposition based on smoothed l0 norm IEEE Trans. Signal Process. 57 1 2009 289 301
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.1
, pp. 289-301
-
-
Hosein Mohimani, M.B.-Z.1
Jutten, C.2
-
38
-
-
51049104549
-
One-step sparse estimates in nonconcave penalized likelihood models
-
H. Zou, and R.Z. Li One-step sparse estimates in nonconcave penalized likelihood models Ann. Stat. 36 2008 1509 1533
-
(2008)
Ann. Stat.
, vol.36
, pp. 1509-1533
-
-
Zou, H.1
Li, R.Z.2
-
39
-
-
0024599612
-
Prostate specific antigen in the diagnosis and treatment of adenocarcinoma of the prostate. II. Radical prostatectomy treated patients
-
M.J.-J.I.F.F.T.A. Stamey, J.N. Kabalin, and Y.N.E.A. Redwine Prostate specific antigen in the diagnosis and treatment of adenocarcinoma of the prostate. ii. Radical prostatectomy treated patients J. Urol. 141 5 1989 1076 1083
-
(1989)
J. Urol.
, vol.141
, Issue.5
, pp. 1076-1083
-
-
Stamey, M.J.-J.I.F.F.1
Kabalin, J.N.2
Redwine, Y.N.E.A.3
|