-
1
-
-
56749100145
-
Decision fusion for hyperspectral classification
-
New York, NY, USA John Wiley Sons
-
Fauvel M., Chanussot J., Benediktsson J. A., Chang C.-I., Decision fusion for hyperspectral classification Hyperspectral Data Exploitation: Theory and Applications 2007 New York, NY, USA John Wiley Sons
-
(2007)
Hyperspectral Data Exploitation: Theory and Applications
-
-
Fauvel, M.1
Chanussot, J.2
Benediktsson, J.A.3
Chang, C.-I.4
-
4
-
-
0031997059
-
Supervised classification in high-dimensional space: Geometrical, statistical, and asymptotical properties of multivariate data
-
PII S1094697798015260
-
Jimenez L., Landgrebe D. A., Supervised classification in high dimensional space: geometrical, statistical and asymptotical properties of multivariate data IEEE Transactions on Systems, Man, and Cybernetics, Part B 1993 28 1 39 54 (Pubitemid 128748606)
-
(1998)
IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews
, vol.28
, Issue.1
, pp. 39-54
-
-
Jimenez, L.O.1
Landgrebe, D.A.2
-
5
-
-
77957741951
-
On the mean accuracy of statistical pattern recognizers
-
Hughes G., On the mean accuracy of statistical pattern recognizers IEEE Transactions on Information Theory 1968 14 1 55 63
-
(1968)
IEEE Transactions on Information Theory
, vol.14
, Issue.1
, pp. 55-63
-
-
Hughes, G.1
-
8
-
-
3843151477
-
Distance metrics and band selection in hyperspectral processing with applications to material identification and spectral libraries
-
Keshava N., Distance metrics and band selection in hyperspectral processing with applications to material identification and spectral libraries IEEE Transactions on Geoscience and Remote Sensing 2004 42 7 1552 1565
-
(2004)
IEEE Transactions on Geoscience and Remote Sensing
, vol.42
, Issue.7
, pp. 1552-1565
-
-
Keshava, N.1
-
10
-
-
34247279332
-
Spectral content characterization for efficient image detection algorithm design
-
Park K.-S., Hong S., Park P., Cho W.-D., Spectral content characterization for efficient image detection algorithm design EURASIP Journal on Advances in Signal Processing 2007 2007 14
-
(2007)
EURASIP Journal on Advances in Signal Processing
, vol.2007
, pp. 14
-
-
Park, K.-S.1
Hong, S.2
Park, P.3
Cho, W.-D.4
-
11
-
-
0031078007
-
Feature selection: evaluation, application, and small sample performance
-
Jain A., Zongker D., Feature selection: evaluation, application, and small sample performance IEEE Transactions on Pattern Analysis and Machine Intelligence 1997 19 2 153 158 (Pubitemid 127828334)
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.2
, pp. 153-158
-
-
Jain, A.1
-
12
-
-
0033220764
-
Adaptive floating search methods in feature selection
-
DOI 10.1016/S0167-8655(99)00083-5
-
Somol P., Pudil P., Novoviov J., Paclk P., Adaptive floating search methods in feature selection Pattern Recognition Letters 1999 20 1113 1157 1163 (Pubitemid 32261893)
-
(1999)
Pattern Recognition Letters
, vol.20
, Issue.11-13
, pp. 1157-1163
-
-
Somol, P.1
Pudil, P.2
Novovicova, J.3
Paclik, P.4
-
13
-
-
0035391615
-
A new search algorithm for feature selection in hyperspectral remote sensing images
-
Serpico S. B., Bruzzone L., A new search algorithm for feature selection in hyperspectral remote sensing images IEEE Transactions on Geoscience and Remote Sensing 2001 39 7 1360 1367
-
(2001)
IEEE Transactions on Geoscience and Remote Sensing
, vol.39
, Issue.7
, pp. 1360-1367
-
-
Serpico, S.B.1
Bruzzone, L.2
-
14
-
-
33750590333
-
Band selection for hyperspectral image classification using mutual information
-
DOI 10.1109/LGRS.2006.878240, 1715309
-
Guo B., Gunn S. R., Damper R. I., Nelson J. D. B., Band selection for hyperspectral image classification using mutual information IEEE Geoscience and Remote Sensing Letters 2006 3 4 522 526 (Pubitemid 44679664)
-
(2006)
IEEE Geoscience and Remote Sensing Letters
, vol.3
, Issue.4
, pp. 522-526
-
-
Guo, B.1
Gunn, S.R.2
Damper, R.I.3
Nelson, J.D.B.4
-
15
-
-
33846220041
-
A comparative analysis of kernel subspace target detectors for hyperspectral imagery
-
Kwon H., Nasrabadi N. M., A comparative analysis of kernel subspace target detectors for hyperspectral imagery EURASIP Journal on Advances in Signal Processing 2007 2007 13
-
(2007)
EURASIP Journal on Advances in Signal Processing
, vol.2007
, pp. 13
-
-
Kwon, H.1
Nasrabadi, N.M.2
-
17
-
-
39049142960
-
-
Proceedings of the 7th Nordic Signal Processing Symposium (NORSIG 06) June 2006 Reykjavik, Iceland
-
Journaux L., Tizon X., Foucherot I., Gouton P., Dimensionality reduction techniques: an operational comparison on multispectral satellite images using unsupervised clustering Proceedings of the 7th Nordic Signal Processing Symposium (NORSIG 06) June 2006 Reykjavik, Iceland 242 245
-
Dimensionality Reduction Techniques: An Operational Comparison on Multispectral Satellite Images Using Unsupervised Clustering
, pp. 242-245
-
-
Journaux, L.1
Tizon, X.2
Foucherot, I.3
Gouton, P.4
-
18
-
-
0036395399
-
Curvilinear component analysis for nonlinear dimensionality reduction of hyperspectral images
-
DOI 10.1117/12.454150
-
Lennon M., Mercier G., Mouchot M. C., Hubert-Moy L., Curvilinear component analysis for nonlinear dimensionality reduction of hyperspectral images 4541 Image and Signal Processing for Remote Sensing VII September 2002 Toulouse, France 157 168 Proceedings of SPIE (Pubitemid 35173043)
-
(2002)
Proceedings of SPIE - The International Society for Optical Engineering
, vol.4541
, pp. 157-168
-
-
Lennon, M.1
Mercier, G.2
Mouchot, M.C.3
Hubert-Moy, L.4
-
19
-
-
0003905759
-
-
New York, NY, USA John Wiley Sons
-
Hyvrinen A., Karhunen J., Oja E., Independent Component Analysis 2001 New York, NY, USA John Wiley Sons
-
(2001)
Independent Component Analysis
-
-
Hyvrinen, A.1
Karhunen, J.2
Oja, E.3
-
20
-
-
0347243182
-
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
-
Schlkopf B., Smola A., Mller K.-R., Nonlinear component analysis as a Kernel eigenvalue problem Neural Computation 1998 10 5 1299 1319 (Pubitemid 128463674)
-
(1998)
Neural Computation
, vol.10
, Issue.5
, pp. 1299-1319
-
-
Scholkopf, B.1
Smola, A.2
Muller, K.-R.3
-
22
-
-
0035248508
-
A new approach for the morphological segmentation of high-resolution satellite imagery
-
DOI 10.1109/36.905239, PII S0196289201011597
-
Pesaresi M., Benediktsson J. A., A new approach for the morphological segmentation of high-resolution satellite imagery IEEE Transactions on Geoscience and Remote Sensing 2001 39 2 309 320 (Pubitemid 32270994)
-
(2001)
IEEE Transactions on Geoscience and Remote Sensing
, vol.39
, Issue.2
, pp. 309-320
-
-
Pesaresi, M.1
Benediktsson, J.A.2
-
23
-
-
0142009648
-
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
-
Benediktsson J. A., Pesaresi M., Arnason K., Classification and feature extraction for remote sensing images from urban areas based on morphological transformations IEEE Transactions on Geoscience and Remote Sensing 2003 41 9, part 1 1940 1949
-
(2003)
IEEE Transactions on Geoscience and Remote Sensing
, vol.41
, Issue.9 PART 1
, pp. 1940-1949
-
-
Benediktsson, J.A.1
Pesaresi, M.2
Arnason, K.3
-
25
-
-
14644435059
-
Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations
-
DOI 10.1109/TGRS.2004.841417
-
Plaza A., Martnez P., Plaza J., Prez R., Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations IEEE Transactions on Geoscience and Remote Sensing 2005 43 3 466 479 (Pubitemid 40320269)
-
(2005)
IEEE Transactions on Geoscience and Remote Sensing
, vol.43
, Issue.3
, pp. 466-479
-
-
Plaza, A.1
Martinez, P.2
Plaza, J.3
Perez, R.4
-
26
-
-
14644412366
-
Classification of hyperspectral data from urban areas based on extended morphological profiles
-
DOI 10.1109/TGRS.2004.842478
-
Benediktsson J. A., Palmason J. A., Sveinsson J. R., Classification of hyperspectral data from urban areas based on extended morphological profiles IEEE Transactions on Geoscience and Remote Sensing 2005 43 3 480 491 (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
-
27
-
-
34948871925
-
Fusion of morphological and spectral information for classification of hyperspectal urban remote sensing data
-
DOI 10.1109/IGARSS.2006.648, 4241796, 2006 IEEE International Geoscience and Remote Sensing Symposium, IGARSS
-
Palmason J. A., Benediktsson J. A., Sveinsson J. R., Chanussot J., Fusion of morphological and spectral information for classification of hyperspectal urban remote sensing data Proceedings of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS 06) July-August 2006 Denver, Colo, USA 2506 2509 (Pubitemid 47516071)
-
(2006)
International Geoscience and Remote Sensing Symposium (IGARSS)
, pp. 2506-2509
-
-
Palmason, J.A.1
Benediktsson, J.A.2
Sveinsson, J.R.3
Chanussot, J.4
-
28
-
-
53349170426
-
-
Proceedings of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS 07) October 2008 Barcelona, Spain
-
Fauvel M., Chanussot J., Benediktsson J. A., Sveinsson J. R., Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles Proceedings of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS 07) October 2008 Barcelona, Spain 1 12
-
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles
, pp. 1-12
-
-
Fauvel, M.1
Chanussot, J.2
Benediktsson, J.A.3
Sveinsson, J.R.4
-
29
-
-
14544278533
-
Fast road network extraction in satellite images using mathematical morphology and Markov random fields
-
DOI 10.1155/S1110865704409093, Nonlinear Signal and Image Processing-Part II
-
Graud T., Mouret J.-B., Fast road network extraction in satellite images using mathematical morphology and Markov random fields EURASIP Journal on Applied Signal Processing 2004 2004 16 2503 2514 (Pubitemid 40297529)
-
(2004)
Eurasip Journal on Applied Signal Processing
, vol.2004
, Issue.16
, pp. 2503-2514
-
-
Geraud, T.1
Mouret, J.-B.2
-
30
-
-
29544440639
-
Automated building extraction from high-resolution satellite imagery in Urban areas using structural, contextual, and spectral information
-
DOI 10.1155/ASP.2005.2196
-
Jin X., Davis C. H., Automated building extraction from high-resolution satellite imagery in urban areas using structural, contextual, and spectral information EURASIP Journal on Applied Signal Processing 2005 2005 14 2196 2206 (Pubitemid 43016362)
-
(2005)
Eurasip Journal on Applied Signal Processing
, vol.2005
, Issue.14
, pp. 2196-2206
-
-
Jin, X.1
Davis, C.H.2
-
33
-
-
0035272287
-
An introduction to kernel-based learning algorithms
-
DOI 10.1109/72.914517, PII S1045922701037146
-
Mller K.-R., Mika S., Rtsch G., Tsuda K., Schlkopf B., An introduction to kernel-based learning algorithms IEEE Transactions on Neural Networks 2001 12 2 181 201 (Pubitemid 32371478)
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, Issue.2
, pp. 181-201
-
-
Muller, K.-R.1
Mika, S.2
Ratsch, G.3
Tsuda, K.4
Scholkopf, B.5
-
34
-
-
66749136634
-
-
Cambridge, Mass, USA Division of Engineering Sciences, Harvard University
-
Aronszajn N., Theory of reprodusing kernel 1950 11 Cambridge, Mass, USA Division of Engineering Sciences, Harvard University
-
(1950)
Theory of reprodusing kernel
, Issue.11
-
-
Aronszajn, N.1
-
35
-
-
0003408420
-
-
Cambridge, Mass, USA MIT Press
-
Schlkopf B., Smola A. J., Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond 2002 Cambridge, Mass, USA MIT Press
-
(2002)
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and beyond
-
-
Schlkopf, B.1
Smola, A.J.2
-
40
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges C. J. C., A tutorial on support vector machines for pattern recognition Data Mining and Knowledge Discovery 1998 2 2 121 167 (Pubitemid 128695475)
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
41
-
-
33947659964
-
Evaluation of kernels for multiclass classification of hyperspectral remote sensing data
-
May 2006 Toulouse, France
-
Fauvel M., Chanussot J., Benediktsson J. A., Evaluation of kernels for multiclass classification of hyperspectral remote sensing data 2 Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 06) May 2006 Toulouse, France 813 816
-
Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 06)
, vol.2
, pp. 813-816
-
-
Fauvel, M.1
Chanussot, J.2
Benediktsson, J.A.3
-
42
-
-
14544271152
-
Modified kernel functions by geodesic distance
-
DOI 10.1155/S111086570440314X, Nonlinear Signal and Image Processing-Part II
-
Yong Q., Jie Y., Modified kernel functions by geodesic distance EURASIP Journal on Applied Signal Processing 2004 2004 16 2515 2521 (Pubitemid 40297530)
-
(2004)
Eurasip Journal on Applied Signal Processing
, vol.2004
, Issue.16
, pp. 2515-2521
-
-
Yong, Q.1
Jie, Y.2
-
43
-
-
0036505670
-
A comparison of methods for multiclass support vector machines
-
DOI 10.1109/72.991427, PII S1045922702018052
-
Hsu C.-W., Lin C.-J., A comparison of methods for multiclass support vector machines IEEE Transactions on Neural Networks 2002 13 2 415 425 (Pubitemid 34475042)
-
(2002)
IEEE Transactions on Neural Networks
, vol.13
, Issue.2
, pp. 415-425
-
-
Hsu, C.-W.1
Lin, C.-J.2
-
44
-
-
4344614511
-
Classification of hyperspectral remote sensing images with support vector machines
-
Melgani F., Bruzzone L., Classification of hyperspectral remote sensing images with support vector machines IEEE Transactions on Geoscience and Remote Sensing 2004 42 8 1778 1790
-
(2004)
IEEE Transactions on Geoscience and Remote Sensing
, vol.42
, Issue.8
, pp. 1778-1790
-
-
Melgani, F.1
Bruzzone, L.2
-
46
-
-
3042661357
-
Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy
-
Foody G. M., Thematic map comparison: evaluating the statistical significance of differences in classification accuracy Photogrammetric Engineering Remote Sensing 2004 70 5 627 633 (Pubitemid 39081774)
-
(2004)
Photogrammetric Engineering and Remote Sensing
, vol.70
, Issue.5
, pp. 627-633
-
-
Foody, G.M.1
-
48
-
-
84898995573
-
Periodic component analysis: An eigenvalue method for representing periodic structure in speech
-
Cambridge, Mass, USA MIT Press
-
Saul L. K., Allen J. B., Leen T. K., Dietterich T. G., Tresp V., Periodic component analysis: an eigenvalue method for representing periodic structure in speech Advances in Neural Information Processing Systems 13 2001 Cambridge, Mass, USA MIT Press 807 813
-
(2001)
Advances in Neural Information Processing Systems 13
, pp. 807-813
-
-
Saul, L.K.1
Allen, J.B.2
Leen, T.K.3
Dietterich, T.G.4
Tresp, V.5
|