-
1
-
-
84861772901
-
Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches
-
Apr.
-
J. M. Bioucas-Dias et al., "Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, no. 3, pp. 354-379, Apr. 2012.
-
(2012)
IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens.
, vol.5
, Issue.3
, pp. 354-379
-
-
Bioucas-Dias, J.M.1
-
2
-
-
84890430996
-
Collaborative sparse regression for hyperspectral unmixing
-
Jan.
-
M. Iordache, J. M. Bioucas-Dias, and A. Plaza, "Collaborative sparse regression for hyperspectral unmixing," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 1, pp. 341-354, Jan. 2014.
-
(2014)
IEEE Trans. Geosci. Remote Sens.
, vol.52
, Issue.1
, pp. 341-354
-
-
Iordache, M.1
Bioucas-Dias, J.M.2
Plaza, A.3
-
3
-
-
84906510987
-
Hyperspectral image classification using functional data analysis
-
Sep.
-
H. Li, G. Xiao, T. Xia, Y. Y. Tang, and L. Li, "Hyperspectral image classification using functional data analysis," IEEE Trans. Cybern., vol. 44, no. 9, pp. 1544-1555, Sep. 2014.
-
(2014)
IEEE Trans. Cybern.
, vol.44
, Issue.9
, pp. 1544-1555
-
-
Li, H.1
Xiao, G.2
Xia, T.3
Tang, Y.Y.4
Li, L.5
-
4
-
-
84885021995
-
Manifold regularized sparse NMF for hyperspectral unmixing
-
May
-
X. Lu, H. Wu, Y. Yuan, P. Yan, and X. Li, "Manifold regularized sparse NMF for hyperspectral unmixing," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 5, pp. 2815-2826, May 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sens.
, vol.51
, Issue.5
, pp. 2815-2826
-
-
Lu, X.1
Wu, H.2
Yuan, Y.3
Yan, P.4
Li, X.5
-
5
-
-
80455176882
-
Foreword to the special issue on spectral unmixing of remotely sensed data
-
Nov.
-
A. Plaza, Q. Du, J. Bioucas-Dias, X. Jia, and A. Kruse, "Foreword to the special issue on spectral unmixing of remotely sensed data," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 11, pp. 4103-4110, Nov. 2011.
-
(2011)
IEEE Trans. Geosci. Remote Sens.
, vol.49
, Issue.11
, pp. 4103-4110
-
-
Plaza, A.1
Du, Q.2
Bioucas-Dias, J.3
Jia, X.4
Kruse, A.5
-
6
-
-
0033310314
-
N-FINDR: An algorithm for fast autonomous spectral end-member determination in hyperspectral data
-
M. E. Winter, "N-FINDR: An algorithm for fast autonomous spectral end-member determination in hyperspectral data," in Proc. SPIE Conf. Imaging Spectrom., Pasadena, CA, USA, 1999, pp. 266-275.
-
(1999)
Proc. SPIE Conf. Imaging Spectrom., Pasadena, CA, USA
, pp. 266-275
-
-
Winter, M.E.1
-
7
-
-
16444373735
-
Vertex component analysis: A fast algorithm to unmix hyperspectral data
-
Apr.
-
J. Nascimento and J. Bioucas-Dias, "Vertex component analysis: A fast algorithm to unmix hyperspectral data," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 4, pp. 898-910, Apr. 2005.
-
(2005)
IEEE Trans. Geosci. Remote Sens.
, vol.43
, Issue.4
, pp. 898-910
-
-
Nascimento, J.1
Bioucas-Dias, J.2
-
8
-
-
57649229726
-
Analyzing hyperspectral data with independent component analysis
-
J. Bayliss, J. Gualtieri, and R. Cromp, "Analyzing hyperspectral data with independent component analysis," in Proc. SPIE, 1997, vol. 3240, pp. 133-143.
-
(1997)
Proc. SPIE
, vol.3240
, pp. 133-143
-
-
Bayliss, J.1
Gualtieri, J.2
Cromp, R.3
-
9
-
-
84877927996
-
An endmember dissimilarity constrained non-negative matrix factorization method for hyperspectral unmixing
-
Apr.
-
N.Wang, B. Du, and L. Zhang, "An endmember dissimilarity constrained non-negative matrix factorization method for hyperspectral unmixing," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 6, no. 2, pp. 554-569, Apr. 2013.
-
(2013)
IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens.
, vol.6
, Issue.2
, pp. 554-569
-
-
Wang, N.1
Du, B.2
Zhang, L.3
-
10
-
-
84896314517
-
Double constrained NMF for hyperspectral unmixing
-
May
-
X. Lu, H. Wu, and Y. Yuan, "Double constrained NMF for hyperspectral unmixing," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 5, pp. 2746-2758, May 2014.
-
(2014)
IEEE Trans. Geosci. Remote Sens.
, vol.52
, Issue.5
, pp. 2746-2758
-
-
Lu, X.1
Wu, H.2
Yuan, Y.3
-
11
-
-
79952957026
-
Blind spectral unmixing based on sparse nonnegative matrix factorization
-
Apr.
-
Z. Yang et al., "Blind spectral unmixing based on sparse nonnegative matrix factorization," IEEE Trans. Image Process., vol. 20, no. 4, pp. 1112-1125, Apr. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.4
, pp. 1112-1125
-
-
Yang, Z.1
-
12
-
-
80455174031
-
Hyperspectral unmixing via L1/2 sparsity-constrained nonnegative matrix factorization
-
Nov.
-
Y. Qian, J. Zhou, and A. Robles-Kelly, "Hyperspectral unmixing via L1/2 sparsity-constrained nonnegative matrix factorization," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 11, pp. 4282-4297, Nov. 2011.
-
(2011)
IEEE Trans. Geosci. Remote Sens.
, vol.49
, Issue.11
, pp. 4282-4297
-
-
Qian, Y.1
Zhou, J.2
Robles-Kelly, A.3
-
13
-
-
33847733865
-
Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization
-
Mar.
-
L. Miao and H. Qi, "Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 3, pp. 765-777, Mar. 2007.
-
(2007)
IEEE Trans. Geosci. Remote Sens.
, vol.45
, Issue.3
, pp. 765-777
-
-
Miao, L.1
Qi, H.2
-
14
-
-
78649271874
-
Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing
-
J. M. Bioucas-Dias and M. A. Figueiredo, "Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing," in Proc. IEEE 2nd WHISPERS, 2010, pp. 1-4.
-
(2010)
Proc. IEEE 2nd WHISPERS
, pp. 1-4
-
-
Bioucas-Dias, J.M.1
Figueiredo, M.A.2
-
15
-
-
84869498082
-
Total variation spatial regularization for sparse hyperspectral unmixing
-
Nov.
-
M. Iordache, J. M. Bioucas-Dias, and A. Plaza, "Total variation spatial regularization for sparse hyperspectral unmixing," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 11, pp. 4484-4502, Nov. 2012.
-
(2012)
IEEE Trans. Geosci. Remote Sens.
, vol.50
, Issue.11
, pp. 4484-4502
-
-
Iordache, M.1
Bioucas-Dias, J.M.2
Plaza, A.3
-
16
-
-
84881635276
-
A novel l1/2 sparse regression method for hyperspectral unmixing
-
Jun.
-
L. Sun et al., "A novel l1/2 sparse regression method for hyperspectral unmixing," Int. J. Remote Sens., vol. 34, no. 20, pp. 6983-7001, Jun. 2013.
-
(2013)
Int. J. Remote Sens.
, vol.34
, Issue.20
, pp. 6983-7001
-
-
Sun, L.1
-
17
-
-
84879930808
-
Sparse hyperspectral unmixing based on constrained Lp? L2 optimization
-
Sep.
-
C. Fen and Z. Yan, "Sparse hyperspectral unmixing based on constrained Lp ? L2 optimization," IEEE Geosci. Remote Sens. Lett., vol. 10, no. 5, pp. 1142-1146, Sep. 2013.
-
(2013)
IEEE Geosci. Remote Sens. Lett.
, vol.10
, Issue.5
, pp. 1142-1146
-
-
Fen, C.1
Yan, Z.2
-
18
-
-
84896397988
-
Subspace matching pursuit for sparse unmixing of hyperspectral data
-
Jun.
-
Z. Shi, W. Tang, Z. Duren, and Z. Jiang, "Subspace matching pursuit for sparse unmixing of hyperspectral data," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 6, pp. 3256-3274, Jun. 2014.
-
(2014)
IEEE Trans. Geosci. Remote Sens.
, vol.52
, Issue.6
, pp. 3256-3274
-
-
Shi, Z.1
Tang, W.2
Duren, Z.3
Jiang, Z.4
-
19
-
-
84898602204
-
Regularized simultaneous forward-backward greedy algorithm for sparse unmixing of hyperspectral data
-
Sep.
-
W. Tang, Z. Shi, and Y.Wu, "Regularized simultaneous forward-backward greedy algorithm for sparse unmixing of hyperspectral data," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 9, pp. 5271-5288, Sep. 2014.
-
(2014)
IEEE Trans. Geosci. Remote Sens.
, vol.52
, Issue.9
, pp. 5271-5288
-
-
Tang, W.1
Shi, Z.2
Wu, Y.3
-
20
-
-
84881041271
-
l2,1-Norm regularized discriminative feature selection for unsupervised learning
-
Jul.
-
Y. Yang, H. T. Sheng, Z. Ma, Z. Huang, and X. Zhou, " l2,1-norm regularized discriminative feature selection for unsupervised learning," in Proc. IEEE 22nd Int. Joint Conf. Artif. Intell., Jul. 2011, pp. 1589-1594.
-
(2011)
Proc. IEEE 22nd Int. Joint Conf. Artif. Intell.
, pp. 1589-1594
-
-
Yang, Y.1
Sheng, H.T.2
Ma, Z.3
Huang, Z.4
Zhou, X.5
-
21
-
-
34249837486
-
On the Douglas-Rachford splitting method and the proximal point algorithm for maximal monotone operators
-
Apr.
-
J. Eckstein and D. P. Bertsekas, "On the Douglas-Rachford splitting method and the proximal point algorithm for maximal monotone operators," Math. Program., vol. 55, no. 1-3, pp. 293-318, Apr. 1992.
-
(1992)
Math. Program.
, vol.55
, Issue.1-3
, pp. 293-318
-
-
Eckstein, J.1
Bertsekas, D.P.2
-
22
-
-
80051762104
-
Distributed optimization and statistical learning via the alternating direction method of multipliers
-
Jan.
-
S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, "Distributed optimization and statistical learning via the alternating direction method of multipliers," Found. Trends Mach. Learn, vol. 3, no. 1, pp. 1-122, Jan. 2011.
-
(2011)
Found. Trends Mach. Learn
, vol.3
, Issue.1
, pp. 1-122
-
-
Boyd, S.1
Parikh, N.2
Chu, E.3
Peleato, B.4
Eckstein, J.5
-
23
-
-
79951838072
-
An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems
-
Mar.
-
M. Afonso, J. Bioucas-Dias, and M. Figueiredo, "An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems," IEEE Trans. Image Process., vol. 20, no. 3, pp. 681-695, Mar. 2011.
-
(2011)
IEEE Trans. Image Process.
, vol.20
, Issue.3
, pp. 681-695
-
-
Afonso, M.1
Bioucas-Dias, J.2
Figueiredo, M.3
-
24
-
-
57349174008
-
Enhancing sparsity by reweighted l1 minimization
-
Dec.
-
E. J. Candes, M. B. Wakin, and S. P. Boyd, "Enhancing sparsity by reweighted l1 minimization," J. Fourier Anal. Appl., vol. 14, no. 5/6, pp. 877-905, Dec. 2008.
-
(2008)
J. Fourier Anal. Appl.
, vol.14
, Issue.5-6
, pp. 877-905
-
-
Candes, E.J.1
Wakin, M.B.2
Boyd, S.P.3
-
25
-
-
84896748598
-
Small infrared target detection based on harmonic and sparse matrix decomposition
-
Jun.
-
C. Zheng and H. Li, "Small infrared target detection based on harmonic and sparse matrix decomposition," Opt. Eng., vol. 52, no. 6, Jun. 2013, Art. ID. 066401.
-
(2013)
Opt. Eng.
, vol.52
, Issue.6
-
-
Zheng, C.1
Li, H.2
-
26
-
-
0035273728
-
Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery
-
Mar.
-
D. Heinz and C. Chang, "Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 3, pp. 529-545, Mar. 2001.
-
(2001)
IEEE Trans. Geosci. Remote Sens.
, vol.39
, Issue.3
, pp. 529-545
-
-
Heinz, D.1
Chang, C.2
-
27
-
-
84876110057
-
Error analysis for matrix elastic-net regularization algorithms
-
May
-
H. Li, N. Chen, and L. Li, "Error analysis for matrix elastic-net regularization algorithms," IEEE Trans. Neural Netw. Learning Syst., vol. 23, no. 5, pp. 737-748, May 2012.
-
(2012)
IEEE Trans. Neural Netw. Learning Syst.
, vol.23
, Issue.5
, pp. 737-748
-
-
Li, H.1
Chen, N.2
Li, L.3
-
28
-
-
67650178787
-
Sparse reconstruction by separable approximation
-
Jul.
-
S. Wright, R. Nowak, and M. Figueiredo, "Sparse reconstruction by separable approximation," IEEE Trans. Signal Process., vol. 57, no. 7, pp. 2479-2493, Jul. 2009.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, Issue.7
, pp. 2479-2493
-
-
Wright, S.1
Nowak, R.2
Figueiredo, M.3
-
29
-
-
70049113231
-
Sparse regression using mixed norms
-
Nov.
-
M. Kowalski, "Sparse regression using mixed norms," Appl. Comput. Harmonic Anal., vol. 27, no. 3, pp. 303-324, Nov. 2009.
-
(2009)
Appl. Comput. Harmonic Anal.
, vol.27
, Issue.3
, pp. 303-324
-
-
Kowalski, M.1
-
30
-
-
84873904601
-
Decentralized jointly sparse optimization by reweighted minimization
-
Mar.
-
Q. Ling, Z. Wen, and W. Yin, "Decentralized jointly sparse optimization by reweighted minimization," IEEE Trans. Signal Process., vol. 61, no. 5, pp. 1165-1170, Mar. 2013.
-
(2013)
IEEE Trans. Signal Process.
, vol.61
, Issue.5
, pp. 1165-1170
-
-
Ling, Q.1
Wen, Z.2
Yin, W.3
-
32
-
-
84858320201
-
-
unpublished paper
-
J. F. Mota, J. M. Xavier, P. M. Aguiar, and M. Pschel, "A proof of convergence for the alternating direction method of multipliers applied to polyhedral-constrained functions," unpublished paper, 2011. [Online]. Available: http://arxiv.org/abs/1112.2295
-
(2011)
A Proof of Convergence for the Alternating Direction Method of Multipliers Applied to Polyhedral-constrained Functions
-
-
Mota, J.F.1
Xavier, J.M.2
Aguiar, P.M.3
Pschel, M.4
-
33
-
-
84861398963
-
On the O(1/n) convergence rate of the Douglas-Rachford alternating direction method
-
Apr.
-
B. He and X. Yuan, "On the O(1/n) convergence rate of the Douglas-Rachford alternating direction method," SIAM J. Numer. Anal., vol. 50, no. 2, pp. 700-709, Apr. 2012.
-
(2012)
SIAM J. Numer. Anal.
, vol.50
, Issue.2
, pp. 700-709
-
-
He, B.1
Yuan, X.2
|