-
1
-
-
84873133187
-
Remote sensing image processing
-
San Rafael, CA: Morgan and Claypool
-
G. Camps-Valls, D. Tuia, L. Gómez-Chova, S. Jimenez, and J. Malo, Remote Sensing Image Processing, Synthesis Lectures on Image, Video, and Multimedia Processing. San Rafael, CA: Morgan and Claypool, 2011.
-
(2011)
Synthesis Lectures on Image, Video, and Multimedia Processing
-
-
Camps-Valls, G.1
Tuia, D.2
Gómez-Chova, L.3
Jimenez, S.4
Malo, J.5
-
2
-
-
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 Sensing, vol. 43, no. 6, pp. 1351-1362, 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
-
-
61349199062
-
Classification of hyperspectral images with regularized linear discriminant analysis
-
T. V. Bandos, L. Bruzzone, and G. Camps-Valls, Classification of hyperspectral images with regularized linear discriminant analysis, IEEE Trans. Geosci. Remote Sensing, vol. 47, no. 3, pp. 862-873, 2009.
-
(2009)
IEEE Trans. Geosci. Remote Sensing
, vol.47
, Issue.3
, pp. 862-873
-
-
Bandos, T.V.1
Bruzzone, L.2
Camps-Valls, G.3
-
5
-
-
82455220956
-
Using multiscale spectra in regularizing covariance matrices for hyperspectral image classification
-
A. C. Jensen, M. Loog, and A. H. Schistad Solberg, Using multiscale spectra in regularizing covariance matrices for hyperspectral image classification, IEEE Trans. Geosci. Remote Sensing, vol. 48, no. 4, pp. 1851-1859, 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sensing
, vol.48
, Issue.4
, pp. 1851-1859
-
-
Jensen, A.C.1
Loog, M.2
Schistad Solberg, A.H.3
-
6
-
-
80052087931
-
Spectral-spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields
-
J. Li, J. M. Bioucas-Dias, and A. Plaza, Spectral-spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields, IEEE Trans. Geosci. Remote Sensing, vol. 50, no. 3, pp. 809-823, 2012.
-
(2012)
IEEE Trans. Geosci. Remote Sensing
, vol.50
, Issue.3
, pp. 809-823
-
-
Li, J.1
Bioucas-Dias, J.M.2
Plaza, A.3
-
7
-
-
77951295198
-
Semisupervised neural networks for efficient hyperspectral image classification
-
F. Ratle, G. Camps-Valls, and J. Weston, Semisupervised neural networks for efficient hyperspectral image classification, IEEE Trans. Geosci. Remote Sensing, vol. 48, no. 5, pp. 2271-2282, 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sensing
, vol.48
, Issue.5
, pp. 2271-2282
-
-
Ratle, F.1
Camps-Valls, G.2
Weston, J.3
-
8
-
-
79957643015
-
Robust hyperspectral classification using relevance vector machine
-
F. A. Mianji and Y. Zhang, Robust hyperspectral classification using relevance vector machine, IEEE Trans. Geosci. Remote Sensing, vol. 49, no. 6, pp. 2100-2112, 2011.
-
(2011)
IEEE Trans. Geosci. Remote Sensing
, vol.49
, Issue.6
, pp. 2100-2112
-
-
Mianji, F.A.1
Zhang, Y.2
-
9
-
-
73249137938
-
Gaussian process approach to remote sensing image classification
-
Y. Bazi and F. Melgani, Gaussian process approach to remote sensing image classification, IEEE Trans. Geosci. Remote Sensing, vol. 48, no. 1, pp. 186-197, 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sensing
, vol.48
, Issue.1
, pp. 186-197
-
-
Bazi, Y.1
Melgani, F.2
-
11
-
-
33750819329
-
A novel transductive SVM for semisupervised classification of remote sensing images
-
L. Bruzzone, M. Chi, and M. Marconcini, A novel transductive SVM for semisupervised classification of remote sensing images, IEEE Trans. Geosci. Remote Sensing, vol. 44, no. 11, pp. 3363-3373, 2006.
-
(2006)
IEEE Trans. Geosci. Remote Sensing
, vol.44
, Issue.11
, pp. 3363-3373
-
-
Bruzzone, L.1
Chi, M.2
Marconcini, M.3
-
12
-
-
39049145967
-
Semisupervised graph-based hyperspectral image classification
-
G. Camps-Valls, T. Bandos, and D. Zhou, Semisupervised graph-based hyperspectral image classification, IEEE Trans. Geosci. Remote Sensing, vol. 45, no. 10, pp. 3044-3054, 2007.
-
(2007)
IEEE Trans. Geosci. Remote Sensing
, vol.45
, Issue.10
, pp. 3044-3054
-
-
Camps-Valls, G.1
Bandos, T.2
Zhou, D.3
-
13
-
-
65049084094
-
Semi-supervised remote sensing image classification with cluster kernels
-
D. Tuia and G. Camps-Valls, Semi-supervised remote sensing image classification with cluster kernels, IEEE Geosci. Remote Sensing Lett., vol. 6, no. 1, pp. 224-228, 2009.
-
(2009)
IEEE Geosci. Remote Sensing Lett.
, vol.6
, Issue.1
, pp. 224-228
-
-
Tuia, D.1
Camps-Valls, G.2
-
14
-
-
47849095828
-
Semi-supervised image classification with Laplacian support vector machines
-
L. Gómez-Chova, G. Camps-Valls, J. Muñoz-Marí, and J. Calpe, Semi-supervised image classification with Laplacian support vector machines, IEEE Geosci. Remote Sensing Lett., vol. 5, no. 4, pp. 336-340, 2008.
-
(2008)
IEEE Geosci. Remote Sensing Lett.
, vol.5
, Issue.4
, pp. 336-340
-
-
Gómez-Chova, L.1
Camps-Valls, G.2
Muñoz-Marí, J.3
Calpe, J.4
-
15
-
-
73249149045
-
Mean map kernels for semi-supervised cloud classification
-
L. Gómez-Chova, G. Camps-Valls, L. Lorenzo Bruzzone, and J. Calpe-Maravilla, Mean map kernels for semi-supervised cloud classification, IEEE Trans. Geosci. Remote Sensing, vol. 48, no. 1, pp. 207-220, 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sensing
, vol.48
, Issue.1
, pp. 207-220
-
-
Gómez-Chova, L.1
Camps-Valls, G.2
Lorenzo Bruzzone, L.3
Calpe-Maravilla, J.4
-
16
-
-
79957456032
-
A survey of active learning algorithms for supervised remote sensing image classification, IEEE J. Select
-
D. Tuia, M. Volpi, L. Copa, M. Kanevski, and J. Muñoz-Marí, A survey of active learning algorithms for supervised remote sensing image classification, IEEE J. Select. Topics Signal Processing, vol. 5, no. 3, pp. 606-617, 2011.
-
(2011)
Topics Signal Processing
, vol.5
, Issue.3
, pp. 606-617
-
-
Tuia, D.1
Volpi, M.2
Copa, L.3
Kanevski, M.4
Muñoz-Marí, J.5
-
17
-
-
84874518998
-
Active learning: Any value for classification of remotely sensed data
-
M. M. Crawford, D. Tuia, and L. H. Hyang, Active learning: Any value for classification of remotely sensed data Proc. IEEE, vol. 101, no. 3, pp. 593-608, 2013.
-
(2013)
Proc. IEEE
, vol.101
, Issue.3
, pp. 593-608
-
-
Crawford, M.M.1
Tuia, D.2
Hyang, L.H.3
-
18
-
-
84871731919
-
Hyperspectral image classification via kernel sparse representation
-
Y. Chen, N. M. Nasrabadi, and T. D. Tran, Hyperspectral image classification via kernel sparse representation, IEEE Trans. Geosci. Remote Sensing, vol. 51, no. 1, pp. 217-231, 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sensing
, vol.51
, Issue.1
, pp. 217-231
-
-
Chen, Y.1
Nasrabadi, N.M.2
Tran, T.D.3
-
19
-
-
31144448472
-
Composite kernels for hyperspectral image classification
-
DOI 10.1109/LGRS.2005.857031
-
G. Camps-Valls, L. Gómez-Chova, J. Muñoz-Marí, J. Vila-Francés, and J. Calpe-Maravilla, Composite kernels for hyperspectral image classification, IEEE Geosci. Remote Sensing Lett., vol. 3, no. 1, pp. 93-97, 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
-
20
-
-
84883824357
-
Generalized composite kernel framework for hyperspectral image classification
-
J. Li, P. R. Marpu, A. Plaza, J. Bioucas-Dias, and J. A. Benediktsson, Generalized composite kernel framework for hyperspectral image classification, IEEE Trans. Geosci. Remote Sensing, vol. 51, no. 9, pp. 4816-4829, 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sensing
, vol.51
, Issue.9
, pp. 4816-4829
-
-
Li, J.1
Marpu, P.R.2
Plaza, A.3
Bioucas-Dias, J.4
Benediktsson, J.A.5
-
21
-
-
84899967600
-
Advances in spectral-spatial classification of hyperspectral images
-
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, 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
-
22
-
-
67650436064
-
Recent advances in techniques for hyperspectral image processing
-
Set
-
A. Plaza, J. A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G. Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, M. Marconcini, J. C. Tilton, and G. Trianni, Recent advances in techniques for hyperspectral image processing, Remote Sensing Environ., vol. 113, Suppl. 1, pp. S110-S122, Sept. 2009.
-
(2009)
Remote Sensing Environ.
, vol.113
, Issue.SUPPL. 1
, pp. 110-122
-
-
Plaza, A.1
Benediktsson, J.A.2
Boardman, J.3
Brazile, J.4
Bruzzone, L.5
Camps-Valls, G.6
Chanussot, J.7
Fauvel, M.8
Gamba, P.9
Gualtieri, A.10
Marconcini, M.11
Tilton, J.C.12
Trianni, G.13
-
23
-
-
14644412366
-
Classification of hyperspectral data from urban areas based on extended morphological profiles
-
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 Sensing, vol. 43, no. 3, pp. 480-490, 2005.
-
(2005)
IEEE Trans. Geosci. Remote Sensing
, vol.43
, Issue.3
, pp. 480-490
-
-
Benediktsson, J.A.1
Palmason, J.A.2
Sveinsson, J.R.3
-
24
-
-
56849127860
-
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
-
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 Sensing, vol. 46, no. 11, pp. 3804-3814, 2008.
-
(2008)
IEEE Trans. Geosci. Remote Sensing
, vol.46
, Issue.11
, pp. 3804-3814
-
-
Fauvel, M.1
Benediktsson, J.A.2
Chanussot, J.3
Sveinsson, J.R.4
-
25
-
-
77957001686
-
Learning relevant image features with multiple kernel classification
-
D. Tuia, G. Camps-Valls, G. Matasci, and M. Kanevski, Learning relevant image features with multiple kernel classification, IEEE Trans. Geosci. Remote Sensing, vol. 48, no. 10, pp. 3780-3791, 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sensing
, vol.48
, Issue.10
, pp. 3780-3791
-
-
Tuia, D.1
Camps-Valls, G.2
Matasci, G.3
Kanevski, M.4
-
26
-
-
77957007028
-
Morphological attribute profiles for the analysis of very high resolution images
-
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 Sensing, vol. 48, no. 10, pp. 3747-3762, 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sensing
, vol.48
, Issue.10
, pp. 3747-3762
-
-
Dalla Mura, M.1
Benediktsson, J.A.2
Waske, B.3
Bruzzone, L.4
-
27
-
-
77956694762
-
Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers, IEEE Trans. Syst. Man
-
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, vol. 40, no. 5, pp. 1267-1279, 2010.
-
(2010)
Cybern. B
, vol.40
, Issue.5
, pp. 1267-1279
-
-
Tarabalka, Y.1
Chanussot, J.2
Benediktsson, J.A.3
-
28
-
-
84867060971
-
Semisupervised classification of remote sensing images with active queries
-
J. Muñoz-Marí, D. Tuia, and G. Camps-Valls, Semisupervised classification of remote sensing images with active queries, IEEE Trans. Geosci. Remote Sensing, vol. 50, no. 10, pp. 3751-3763, 2012.
-
(2012)
IEEE Trans. Geosci. Remote Sensing
, vol.50
, Issue.10
, pp. 3751-3763
-
-
Muñoz-Marí, J.1
Tuia, D.2
Camps-Valls, G.3
-
29
-
-
77957993814
-
Spatio-spectral remote sensing image classification with graph kernels
-
G. Camps-Valls, N. Shervashidze, and K. M. Borgwardt, Spatio-spectral remote sensing image classification with graph kernels, IEEE Geosci. Remote Sensing Lett., vol. 7, no. 4, pp. 741-745, 2010.
-
(2010)
IEEE Geosci. Remote Sensing Lett.
, vol.7
, Issue.4
, pp. 741-745
-
-
Camps-Valls, G.1
Shervashidze, N.2
Borgwardt, K.M.3
-
30
-
-
84855935662
-
Large margin filtering
-
R. Flamary, D. Tuia, B. Labbe, G. Camps-Valls, and A. Rakotomamonjy, Large margin filtering, IEEE Trans. Signal Processing, vol. 60, no. 2, pp. 648-659, 2012.
-
(2012)
IEEE Trans. Signal Processing
, vol.60
, Issue.2
, pp. 648-659
-
-
Flamary, R.1
Tuia, D.2
Labbe, B.3
Camps-Valls, G.4
Rakotomamonjy, A.5
-
31
-
-
77958017904
-
SVM and MRFbased method for accurate classification of hyperspectral images
-
Y. Tarabalka, M. Fauvel, J. Chanussot, and J. A. Benediktsson, SVM and MRFbased method for accurate classification of hyperspectral images, IEEE Geosci. Remote Sensing Lett., vol. 7, no. 4, pp. 736-740, 2010.
-
(2010)
IEEE Geosci. Remote Sensing Lett.
, vol.7
, Issue.4
, pp. 736-740
-
-
Tarabalka, Y.1
Fauvel, M.2
Chanussot, J.3
Benediktsson, J.A.4
-
32
-
-
84885019653
-
Combining support vector machines and Markov random fields in an integrated framework for contextual image classification
-
G. Moser and S. B. Serpico, Combining support vector machines and Markov random fields in an integrated framework for contextual image classification, IEEE Trans. Geosci. Remote Sensing, vol. 51, no. 5, pp. 2734-2752, 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sensing
, vol.51
, Issue.5
, pp. 2734-2752
-
-
Moser, G.1
Serpico, S.B.2
-
33
-
-
84947648698
-
Land-cover mapping by Markov modeling of spatial-contextual information
-
G. Moser, S. B. Serpico, and J. A. Benediktsson, Land-cover mapping by Markov modeling of spatial-contextual information, Proc. IEEE, vol. 101, no. 3, pp. 631-651, 2013.
-
(2013)
Proc. IEEE
, vol.101
, Issue.3
, pp. 631-651
-
-
Moser, G.1
Serpico, S.B.2
Benediktsson, J.A.3
-
34
-
-
2942722782
-
Automatic radiometric normalization of multitemporal satellite imagery
-
DOI 10.1016/j.rse.2003.10.024, PII S0034425704001208
-
M. J. Canty, A. A. Nielsen, and M. Schmidt, Automatic radiometric normalization of multitemporal satellite imagery, Remote Sensing Environ., vol. 91, no. 3-4, pp. 441-451, June 2004. (Pubitemid 38791558)
-
(2004)
Remote Sensing of Environment
, vol.91
, Issue.3-4
, pp. 441-451
-
-
Canty, M.J.1
Nielsen, A.A.2
Schmidt, M.3
-
35
-
-
41549149985
-
Multidimensional probability density function matching for preprocessing of multitemporal remote sensing images
-
DOI 10.1109/TGRS.2007.912445, 4444630
-
S. Inamdar, F. Bovolo, L. Bruzzone, and S. Chaudhuri, Multidimensional probability density function matching for pre-processing of multitemporal remote sensing images, IEEE Trans. Geosci. Remote Sensing, vol. 46, no. 4, pp. 1243-1252, 2008. (Pubitemid 351459471)
-
(2008)
IEEE Transactions on Geoscience and Remote Sensing
, vol.46
, Issue.4
, pp. 1243-1252
-
-
Inamdar, S.1
Bovolo, F.2
Bruzzone, L.3
Chaudhuri, S.4
-
36
-
-
78649324794
-
A global averaging method for dynamic time warping, with applications to clustering
-
F. Petitjean, J. Inglada, and P. Gancarski, A global averaging method for dynamic time warping, with applications to clustering, Pattern Recognit., vol. 44, no. 3, pp. 678-693, 2011.
-
(2011)
Pattern Recognit.
, vol.44
, Issue.3
, pp. 678-693
-
-
Petitjean, F.1
Inglada, J.2
Gancarski, P.3
-
37
-
-
79959705257
-
Spatially adaptive classification of land cover with remote sensing data
-
G. Jun and J. Ghosh, Spatially adaptive classification of land cover with remote sensing data, IEEE Trans. Geosci. Remote Sensing, vol. 49, no. 7, pp. 2662-2673, 2011.
-
(2011)
IEEE Trans. Geosci. Remote Sensing
, vol.49
, Issue.7
, pp. 2662-2673
-
-
Jun, G.1
Ghosh, J.2
-
38
-
-
84871809824
-
Graph matching for adaptation in remote sensing
-
D. Tuia, J. Muñoz-Marí, L. Gómez-Chova, and J. Malo, Graph matching for adaptation in remote sensing, IEEE Trans. Geosci. Remote Sensing, vol. 51, no. 1, pp. 329-341, 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sensing
, vol.51
, Issue.1
, pp. 329-341
-
-
Tuia, D.1
Muñoz-Marí, J.2
Gómez-Chova, L.3
Malo, J.4
-
39
-
-
77949852900
-
Domain adaptation problems: A DASVM classification technique and a circular validation strategy
-
L. Bruzzone and M. Marconcini, Domain adaptation problems: A DASVM classification technique and a circular validation strategy, IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 5, pp. 770-787, 2010.
-
(2010)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.32
, Issue.5
, pp. 770-787
-
-
Bruzzone, L.1
Marconcini, M.2
-
40
-
-
79957460116
-
Using active learning to adapt remote sensing image classifiers
-
D. Tuia, E. Pasolli, and W. J. Emery, Using active learning to adapt remote sensing image classifiers, Remote Sensing Environ., vol. 115, no. 9, pp. 2232-2242, 2011.
-
(2011)
Remote Sensing Environ.
, vol.115
, Issue.9
, pp. 2232-2242
-
-
Tuia, D.1
Pasolli, E.2
Emery, W.J.3
-
41
-
-
84872002790
-
Semisupervised learning of hyperspectral data with unknown land-cover classes
-
G. Jun and J. Ghosh, Semisupervised learning of hyperspectral data with unknown land-cover classes, IEEE Trans. Geosci. Remote Sensing, vol. 51, no. 1, pp. 273-282, 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sensing
, vol.51
, Issue.1
, pp. 273-282
-
-
Jun, G.1
Ghosh, J.2
-
42
-
-
84869490360
-
Active learning for domain adaptation in the supervised classification of remote sensing images
-
C. Persello and L. Bruzzone, Active learning for domain adaptation in the supervised classification of remote sensing images, IEEE Trans. Geosci. Remote Sensing, vol. 50, no. 11, pp. 4468-4483, 2012.
-
(2012)
IEEE Trans. Geosci. Remote Sensing
, vol.50
, Issue.11
, pp. 4468-4483
-
-
Persello, C.1
Bruzzone, L.2
-
43
-
-
84879931652
-
Encoding invariances in remote sensing image classification with SVM
-
E. Izquierdo-Verdiguier, V. Laparra, L. Gómez-Chova, and G. Camps-Valls, Encoding invariances in remote sensing image classification with SVM, IEEE Geosci. Remote Sensing Lett., vol. 10, no. 5, pp. 981-985, 2013.
-
(2013)
IEEE Geosci. Remote Sensing Lett.
, vol.10
, Issue.5
, pp. 981-985
-
-
Izquierdo-Verdiguier, E.1
Laparra, V.2
Gómez-Chova, L.3
Camps-Valls, G.4
|