-
2
-
-
4344614511
-
Classification of hyperspectral remote sensing images with support vector machines
-
Aug.
-
F.Melgani and L. Bruzzone, "Classification of hyperspectral remote sensing images with support vector machines," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 8, pp. 1778-1790, Aug. 2004.
-
(2004)
IEEE Trans. Geosci. Remote Sens.
, vol.42
, Issue.8
, pp. 1778-1790
-
-
Melgani, F.1
Bruzzone, L.2
-
3
-
-
20444432773
-
Kernel-based methods for hyperspectral image classification
-
DOI 10.1109/TGRS.2005.846154
-
G. Camps-Valls and L. Bruzzone, "Kernel-based methods for hyperspectral image classification," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 6, pp. 1351-1362, Jun. 2005. (Pubitemid 40811944)
-
(2005)
IEEE Transactions on Geoscience and Remote Sensing
, vol.43
, Issue.6
, pp. 1351-1362
-
-
Camps-Valls, G.1
Bruzzone, L.2
-
4
-
-
39049145967
-
Semi-supervised graph-based hyperspectral image classification
-
Oct.
-
G. Camps-Valls, T. Bandos Marsheva, and D. Zhou, "Semi-supervised graph-based hyperspectral image classification," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 10, pp. 3044-3054, Oct. 2007.
-
(2007)
IEEE Trans. Geosci. Remote Sens.
, vol.45
, Issue.10
, pp. 3044-3054
-
-
Camps-Valls, G.1
Bandos Marsheva, T.2
Zhou, D.3
-
5
-
-
84899967600
-
Advances in spectral-spatial classification of hyperspectral images
-
Mar.
-
M. Fauvel, Y. Tarabalka, J. A. Benediktsson, J. Chanussot, and J. C. Tilton, "Advances in spectral-spatial classification of hyperspectral images," Proc. IEEE, vol. 101, no. 3, pp. 652-675, Mar. 2013.
-
(2013)
Proc. IEEE
, vol.101
, Issue.3
, pp. 652-675
-
-
Fauvel, M.1
Tarabalka, Y.2
Benediktsson, J.A.3
Chanussot, J.4
Tilton, J.C.5
-
6
-
-
0035248508
-
A new approach for the morphological segmentation of high-resolution satellite imagery
-
DOI 10.1109/36.905239, PII S0196289201011597
-
M. Pesaresi and J. A. Benediktsson, "A new approach for the morphological segmentation of high-resolution satellite imagery," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 2, pp. 309-320, Feb. 2001. (Pubitemid 32270994)
-
(2001)
IEEE Transactions on Geoscience and Remote Sensing
, vol.39
, Issue.2
, pp. 309-320
-
-
Pesaresi, M.1
Benediktsson, J.A.2
-
7
-
-
56849127860
-
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
-
Nov.
-
M. Fauvel, J. A. Benediktsson, J. Chanussot, and J. R. Sveinsson, "Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 11, pp. 3804-3814, Nov. 2008.
-
(2008)
IEEE Trans. Geosci. Remote Sens.
, vol.46
, Issue.11
, pp. 3804-3814
-
-
Fauvel, M.1
Benediktsson, J.A.2
Chanussot, J.3
Sveinsson, J.R.4
-
8
-
-
14644412366
-
Classification of hyperspectral data from urban areas based on extended morphological profiles
-
DOI 10.1109/TGRS.2004.842478
-
J. A. Benediktsson, J. A. Palmason, and J. R. Sveinsson, "Classification of hyperspectral data from urban areas based on extended morphological profiles," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 3, pp. 480-491, Mar. 2005. (Pubitemid 40320270)
-
(2005)
IEEE Transactions on Geoscience and Remote Sensing
, vol.43
, Issue.3
, pp. 480-491
-
-
Benediktsson, J.A.1
Palmason, J.A.2
Sveinsson, J.R.3
-
9
-
-
77957007028
-
Morphological attribute profiles for the analysis of very high resolution images
-
Oct.
-
M. Dalla Mura, J. A. Benediktsson, B. Waske, and L. Bruzzone, "Morphological attribute profiles for the analysis of very high resolution images," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 10, pp. 3747-3762, Oct. 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sens.
, vol.48
, Issue.10
, pp. 3747-3762
-
-
Dalla Mura, M.1
Benediktsson, J.A.2
Waske, B.3
Bruzzone, L.4
-
10
-
-
79955521136
-
Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis
-
May
-
M. Dalla Mura, A. Villa, J. A. Benediktsson, J. Chanussot, and L. Bruzzone, "Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 3, pp. 542-546, May 2011.
-
(2011)
IEEE Geosci. Remote Sens. Lett.
, vol.8
, Issue.3
, pp. 542-546
-
-
Dalla Mura, M.1
Villa, A.2
Benediktsson, J.A.3
Chanussot, J.4
Bruzzone, L.5
-
11
-
-
79960309951
-
The evolution of the morphological profile: From panchromatic to hyperspectral images
-
New York, NY, USA: Springer Verlag
-
M. Dalla Mura, J. A. Benediktsson, J. Chanussot, and L. Bruzzone, "The evolution of the morphological profile: From panchromatic to hyperspectral images," in Optical Remote Sensing, vol. 3. New York, NY, USA: Springer-Verlag, 2011, pp. 123-146.
-
(2011)
Optical Remote Sensing
, vol.3
, pp. 123-146
-
-
Dalla Mura, M.1
Benediktsson, J.A.2
Chanussot, J.3
Bruzzone, L.4
-
12
-
-
84871731919
-
Hyperspectral image classification via kernel sparse representation
-
Jan.
-
Y. Chen, N. M. Nasrabadi, and T. D. Tran, "Hyperspectral image classification via kernel sparse representation," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 1, pp. 217-231, Jan. 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sens.
, vol.51
, Issue.1
, pp. 217-231
-
-
Chen, Y.1
Nasrabadi, N.M.2
Tran, T.D.3
-
13
-
-
31144448472
-
Composite kernels for hyperspectral image classification
-
DOI 10.1109/LGRS.2005.857031
-
G. Camps-Valls, L. Gomez-Chova, J. Munoz-Mari, J. Vila-Francés, and J. Calpe-Maravilla, "Composite kernels for hyperspectral image classification," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 1, pp. 93-97, Jan. 2006. (Pubitemid 43131904)
-
(2006)
IEEE Geoscience and Remote Sensing Letters
, vol.3
, Issue.1
, pp. 93-97
-
-
Camps-Valls, G.1
Gomez-Chova, L.2
Munoz-Mari, J.3
Vila-Frances, J.4
Calpe-Maravilla, J.5
-
14
-
-
14344252374
-
Multiple kernel learning, conic duality, and the SMO algorithm
-
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
-
F. Bach, G. Lanckriet, and M. Jordan, "Multiple kernel learning, conic duality, and the SMO algorithm," in Proc. Int. Conf. Mach. Learn., 2004, pp. 41-48. (Pubitemid 40290790)
-
(2004)
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
, pp. 41-48
-
-
Bach, F.R.1
Lanckriet, G.R.G.2
Jordan, M.I.3
-
15
-
-
77957001686
-
Learning relevant image features with multiple-kernel classification
-
Oct.
-
D. Tuia, G. Camps-Valls, G. Matasci, and M. Kanevski, "Learning relevant image features with multiple-kernel classification," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 10, pp. 3780-3791, Oct. 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sens.
, vol.48
, Issue.10
, pp. 3780-3791
-
-
Tuia, D.1
Camps-Valls, G.2
Matasci, G.3
Kanevski, M.4
-
16
-
-
84862993024
-
Representative multiple kernel learning for classification in hyperspectral imagery
-
Jul.
-
Y. Gu, C. Wang, D. You, Y. Zhang, S. Wang, and Y. Zhang, "Representative multiple kernel learning for classification in hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 7, pp. 2852-2865, Jul. 2012.
-
(2012)
IEEE Trans. Geosci. Remote Sens.
, vol.50
, Issue.7
, pp. 2852-2865
-
-
Gu, Y.1
Wang, C.2
You, D.3
Zhang, Y.4
Wang, S.5
Zhang, Y.6
-
17
-
-
77958017904
-
SVM and MRF-based method for accurate classification of hyperspectral images
-
Oct.
-
Y. Tarabalka, M. Fauvel, J. Chanussot, and J. A. Benediktsson, "SVM and MRF-based method for accurate classification of hyperspectral images," IEEE Geosci. Remote Sens. Lett., vol. 7, no. 4, pp. 736-740, Oct. 2010.
-
(2010)
IEEE Geosci. Remote Sens. Lett.
, vol.7
, Issue.4
, pp. 736-740
-
-
Tarabalka, Y.1
Fauvel, M.2
Chanussot, J.3
Benediktsson, J.A.4
-
18
-
-
77956694762
-
Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers
-
Oct.
-
Y. Tarabalka, J. Chanussot, and J. A. Benediktsson, "Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 5, pp. 1267-1279, Oct. 2010.
-
(2010)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.40
, Issue.5
, pp. 1267-1279
-
-
Tarabalka, Y.1
Chanussot, J.2
Benediktsson, J.A.3
-
19
-
-
70349850950
-
A statistical approach to material classification using image patch exemplars
-
Nov.
-
M. Varma and A. Zisserman, "A statistical approach to material classification using image patch exemplars," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 11, pp. 2032-2047, Nov. 2009.
-
(2009)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.31
, Issue.11
, pp. 2032-2047
-
-
Varma, M.1
Zisserman, A.2
-
20
-
-
84862908425
-
Texture classification from random features
-
Mar.
-
L. Liu and P. Fieguth, "Texture classification from random features," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 3, pp. 574-586, Mar. 2012.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.3
, pp. 574-586
-
-
Liu, L.1
Fieguth, P.2
-
22
-
-
79958776871
-
Progressive dimensionality reduction by transform for hyperspectral imagery
-
Oct./Nov.
-
C.-I. Chang and H. Safavi, "Progressive dimensionality reduction by transform for hyperspectral imagery," Pattern Recognit., vol. 44, no. 10/11, pp. 2760-2773, Oct./Nov. 2011.
-
(2011)
Pattern Recognit.
, vol.44
, Issue.10-11
, pp. 2760-2773
-
-
Chang, C.-I.1
Safavi, H.2
-
23
-
-
84898983292
-
Using analytic QP and sparseness to speed training of support vector machines
-
J. C. Platt, "Using analytic QP and sparseness to speed training of support vector machines," in Proc. Adv. Neural Inf. Process. Syst., 1999, pp. 557-563.
-
(1999)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 557-563
-
-
Platt, J.C.1
-
24
-
-
56049094624
-
A fast method for training linear SVM in the primal
-
T. T. Do and A. Thierry, "A fast method for training linear SVM in the primal," in Proc. Lect. Notes Comput. Sci., 2008, vol. 5211, pp. 272-287.
-
(2008)
Proc. Lect. Notes Comput. Sci.
, vol.5211
, pp. 272-287
-
-
Do, T.T.1
Thierry, A.2
-
25
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
J. C. Yang, K. Yu, Y. H. Gong, and T. Huang, "Linear spatial pyramid matching using sparse coding for image classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2009, pp. 1794-1801.
-
(2009)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 1794-1801
-
-
Yang, J.C.1
Yu, K.2
Gong, Y.H.3
Huang, T.4
-
26
-
-
33947659964
-
Evaluation of kernels for multiclass classification of hyperspectral remote sensing data
-
M. Fauvel, J. Chanussot, and J. A. Benediktsson, "Evaluation of kernels for multiclass classification of hyperspectral remote sensing data," Proc. IEEE ICASSP, vol. 2, pp. 813-816, 2006.
-
(2006)
Proc. IEEE ICASSP
, vol.2
, pp. 813-816
-
-
Fauvel, M.1
Chanussot, J.2
Benediktsson, J.A.3
|