-
1
-
-
0031341829
-
Multisensor data fusion
-
P. K. Varshney, "Multisensor data fusion," Electron. Commun. Eng. J., Vol. 6, no. 9, pp. 245-253, 1997.
-
(1997)
Electron. Commun. Eng. J.
, vol.6
, Issue.9
, pp. 245-253
-
-
Varshney, P.K.1
-
2
-
-
0032030026
-
Multisensor image fusion in remote sensing: Concepts, methods and applications
-
C. Pohl and J. L. Van Genderen, "Multisensor image fusion in remote sensing: Concepts, methods and applications," Int. J. Remote Sens., Vol. 19, no. 5, pp. 6-23, 1998.
-
(1998)
Int. J. Remote Sens.
, vol.19
, Issue.5
, pp. 6-23
-
-
Pohl, C.1
Van Genderen, J.L.2
-
3
-
-
0036495833
-
Image fusion techniques for remote sensing applications
-
Mar.
-
G. Simone, A. Farina, F. C. Morabito, S. B. Serpico, and L. Bruzzone, "Image fusion techniques for remote sensing applications," Inf. Fus., Vol. 3, no. 1, pp. 3-15, Mar. 2002.
-
(2002)
Inf. Fus.
, vol.3
, Issue.1
, pp. 3-15
-
-
Simone, G.1
Farina, A.2
Morabito, F.C.3
Serpico, S.B.4
Bruzzone, L.5
-
4
-
-
33744810940
-
Urban land cover multi-level region-based classification of VHR data by selecting relevant features
-
Mar.
-
A. P. Carleer and E. Wolff, "Urban land cover multi-level region-based classification of VHR data by selecting relevant features," Int. J. Remote Sens., Vol. 27, no. 6, pp. 1035-1051, Mar. 2006.
-
(2006)
Int. J. Remote Sens.
, vol.27
, Issue.6
, pp. 1035-1051
-
-
Carleer, A.P.1
Wolff, E.2
-
5
-
-
0015680481
-
Textural features for image classification
-
Nov.
-
R. M. Haralick, K. Shanmugam, and I. Dinstein, "Textural features for image classification," IEEE Trans. Syst., Man, Cybern., vol. SMC-3, no. 6, pp. 610-621, Nov. 1973.
-
(1973)
IEEE Trans. Syst., Man, Cybern.
, vol.SMC-3
, Issue.6
, pp. 610-621
-
-
Haralick, R.M.1
Shanmugam, K.2
Dinstein, I.3
-
6
-
-
0018466704
-
Statistical and structural approaches to texture
-
May
-
R. M. Haralick, "Statistical and structural approaches to texture," Proc. IEEE, Vol. 67, no. 5, pp. 786-804, May 1979.
-
(1979)
Proc. IEEE
, vol.67
, Issue.5
, pp. 786-804
-
-
Haralick, R.M.1
-
7
-
-
0029273845
-
An investigation of the textural characteristics associated with gray level cooccurrence matrix statistical parameters
-
Mar.
-
A. Baraldi and F. Parmiggiani, "An investigation of the textural characteristics associated with gray level cooccurrence matrix statistical parameters," IEEE Trans. Geosci. Remote Sens., Vol. 33, no. 2, pp. 293-304, Mar. 1995.
-
(1995)
IEEE Trans. Geosci. Remote Sens.
, vol.33
, Issue.2
, pp. 293-304
-
-
Baraldi, A.1
Parmiggiani, F.2
-
8
-
-
13444283842
-
The utility of texture analysis to improve per-pixel classification for high to very high spatial resolution imagery
-
A. Puissant, J. Hirsch, and C. Weber, "The utility of texture analysis to improve per-pixel classification for high to very high spatial resolution imagery," Int. J. Remote Sens., Vol. 26, no. 4, pp. 733-745, 2005.
-
(2005)
Int. J. Remote Sens.
, vol.26
, Issue.4
, pp. 733-745
-
-
Puissant, A.1
Hirsch, J.2
Weber, C.3
-
9
-
-
6344256790
-
A multiscale texture analysis procedure for improved forest and stand classification
-
Oct.
-
C. A. Coburn and A. C. B. Roberts, "A multiscale texture analysis procedure for improved forest and stand classification," Int. J. Remote Sens., Vol. 25, no. 20, pp. 4287-4308, Oct. 2004.
-
(2004)
Int. J. Remote Sens.
, vol.25
, Issue.20
, pp. 4287-4308
-
-
Coburn, C.A.1
Roberts, A.C.B.2
-
10
-
-
64549105242
-
A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification
-
Jun.
-
F. Pacifici, M. Chini, and W. J. Emery, "A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification," Remote Sens. Environ., Vol. 113, no. 6, pp. 1276-1292, Jun. 2009.
-
(2009)
Remote Sens. Environ.
, vol.113
, Issue.6
, pp. 1276-1292
-
-
Pacifici, F.1
Chini, M.2
Emery, W.J.3
-
11
-
-
0033738219
-
Texture analysis through a Markovian modelling and fuzzy classification: Application to urban area extraction from satellite images
-
Feb./Mar.
-
A. Lorette, X. Descombes, and J. Zerubia, "Texture analysis through a Markovian modelling and fuzzy classification: Application to urban area extraction from satellite images," Int. J. Comput. Vis., Vol. 36, no. 3, pp. 221-236, Feb./Mar. 2000.
-
(2000)
Int. J. Comput. Vis.
, vol.36
, Issue.3
, pp. 221-236
-
-
Lorette, A.1
Descombes, X.2
Zerubia, J.3
-
12
-
-
3843116557
-
Texture feature analysis using a gauss-Markov model in hyperspectral image classification
-
Jul.
-
G. Rellier, X. Descombes, F. Falzon, and J. Zerubia, "Texture feature analysis using a gauss-markov model in hyperspectral image classification," IEEE Trans. Geosci. Remote Sens., Vol. 42, no. 7, pp. 1543-1551, Jul. 2004.
-
(2004)
IEEE Trans. Geosci. Remote Sens.
, vol.42
, Issue.7
, pp. 1543-1551
-
-
Rellier, G.1
Descombes, X.2
Falzon, F.3
Zerubia, J.4
-
13
-
-
1242331304
-
Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery
-
Jan.
-
D. A. Clausi and B. Yue, "Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery," IEEE Trans. Geosci. Remote Sens., Vol. 42, no. 1, pp. 215-228, Jan. 2004.
-
(2004)
IEEE Trans. Geosci. Remote Sens.
, vol.42
, Issue.1
, pp. 215-228
-
-
Clausi, D.A.1
Yue, B.2
-
14
-
-
34247530976
-
Classification of high spatial resolution imagery using improved Gaussian Markov random-field-based texture features
-
May
-
Y. Zhao, L. Zhang, P. Li, and B. Huang, "Classification of high spatial resolution imagery using improved Gaussian Markov random-field-based texture features," IEEE Trans. Geosci. Remote Sens., Vol. 45, no. 5, pp. 1458-1468, May 2007.
-
(2007)
IEEE Trans. Geosci. Remote Sens.
, vol.45
, Issue.5
, pp. 1458-1468
-
-
Zhao, Y.1
Zhang, L.2
Li, P.3
Huang, B.4
-
15
-
-
84890414751
-
Comparison of texture features based on gabor filters
-
P. Kruizinga, N. Petkov, and S. E. Grigorescu, "Comparison of texture features based on Gabor filters," in Proc. Int. Conf. Image Anal. Process., 1999, pp. 142-147.
-
(1999)
Proc. Int. Conf. Image Anal. Process.
, pp. 142-147
-
-
Kruizinga, P.1
Petkov, N.2
Grigorescu, S.E.3
-
16
-
-
21244464429
-
Design-based texture feature fusion using gabor filters and co-occurrence probabilities
-
Jul.
-
D. A. Clausi and H. Deng, "Design-based texture feature fusion using Gabor filters and co-occurrence probabilities," IEEE Trans. Image Process., Vol. 14, no. 7, pp. 925-936, Jul. 2005.
-
(2005)
IEEE Trans. Image Process.
, vol.14
, Issue.7
, pp. 925-936
-
-
Clausi, D.A.1
Deng, H.2
-
17
-
-
27744503899
-
Efficient texture analysis of SAR imagery
-
Sep.
-
U. Kandaswamy, D. A. Adjeroh, and M. C. Lee, "Efficient texture analysis of SAR imagery," IEEE Trans. Geosci. Remote Sens., Vol. 43, no. 9, pp. 2075-2083, Sep. 2005.
-
(2005)
IEEE Trans. Geosci. Remote Sens.
, vol.43
, Issue.9
, pp. 2075-2083
-
-
Kandaswamy, U.1
Adjeroh, D.A.2
Lee, M.C.3
-
20
-
-
0035248508
-
A new approach for the morphological segmentation of high-resolution satellite images
-
Feb.
-
M. Pesaresi and J. A. Benediktsson, "A new approach for the morphological segmentation of high-resolution satellite images," IEEE Trans. Geosci. Remote Sens., Vol. 39, no. 2, pp. 309-320, Feb. 2001.
-
(2001)
IEEE Trans. Geosci. Remote Sens.
, vol.39
, Issue.2
, pp. 309-320
-
-
Pesaresi, M.1
Benediktsson, J.A.2
-
21
-
-
0036762736
-
Advances in mathematical morphology applied to geoscience and remote sensing
-
Sep.
-
P. Soille and M. Pesaresi, "Advances in mathematical morphology applied to geoscience and remote sensing," IEEE Trans. Geosci. Remote Sens., Vol. 40, no. 9, pp. 2042-2055, Sep. 2002.
-
(2002)
IEEE Trans. Geosci. Remote Sens.
, vol.40
, Issue.9
, pp. 2042-2055
-
-
Soille, P.1
Pesaresi, M.2
-
22
-
-
0022773971
-
Grayscale morphology
-
Sep.
-
S. R. Sternberg, "Grayscale morphology," Comput. Vis. Graph. Image Process., Vol. 35, no. 3, pp. 333-355, Sep. 1986.
-
(1986)
Comput. Vis. Graph. Image Process.
, vol.35
, Issue.3
, pp. 333-355
-
-
Sternberg, S.R.1
-
23
-
-
0028748385
-
Classification of remotely sensed images using mathematical morphology
-
D. Wang, D. C. He, and D. Morin, "Classification of remotely sensed images using mathematical morphology," in Proc. IGARSS, 1994, pp. 1615-1617.
-
(1994)
Proc. IGARSS
, pp. 1615-1617
-
-
Wang, D.1
He, D.C.2
Morin, D.3
-
24
-
-
0242457299
-
Classification by mathematical morphology
-
P. Pina and T. Barata, "Classification by mathematical morphology," in Proc. IGARSS, 2003, pp. 3516-3518.
-
(2003)
Proc. IGARSS
, pp. 3516-3518
-
-
Pina, P.1
Barata, T.2
-
25
-
-
33947721148
-
Morphological texture features for unsupervised and supervised segmentations of natural landscapes
-
Apr.
-
I. Epifanio and P. Soille, "Morphological texture features for unsupervised and supervised segmentations of natural landscapes," IEEE Trans. Geosci. Remote Sens., Vol. 45, no. 4, pp. 1074-1083, Apr. 2007.
-
(2007)
IEEE Trans. Geosci. Remote Sens.
, vol.45
, Issue.4
, pp. 1074-1083
-
-
Epifanio, I.1
Soille, P.2
-
26
-
-
0005435605
-
Detection of urban features using morphological based segmentation and very high resolution remotely sensed data
-
Berlin, Germany: Springer-Verlag
-
M. Pesaresi and I. Kannellopoulos, "Detection of urban features using morphological based segmentation and very high resolution remotely sensed data," in Machine Vision and Advanced Image Processing in Remote Sensing. Berlin, Germany: Springer-Verlag, 1999.
-
(1999)
Machine Vision and Advanced Image Processing in Remote Sensing
-
-
Pesaresi, M.1
Kannellopoulos, I.2
-
27
-
-
0142009648
-
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
-
Sep.
-
J. A. Benediktsson, M. Pesaresi, and K. Arnason, "Classification and feature extraction for remote sensing images from urban areas based on morphological transformations," IEEE Trans. Geosci. Remote Sens., Vol. 41, no. 9, pp. 1940-1949, Sep. 2003.
-
(2003)
IEEE Trans. Geosci. Remote Sens.
, vol.41
, Issue.9
, pp. 1940-1949
-
-
Benediktsson, J.A.1
Pesaresi, M.2
Arnason, K.3
-
28
-
-
0242459688
-
Morphological transformations and feature extraction for urban data with high spectral and spatial resolution
-
J. A. Palmason, J. A. Benediktsson, and K. Arnason, "Morphological transformations and feature extraction for urban data with high spectral and spatial resolution," in Proc. IGARSS, 2003, pp. 470-472.
-
(2003)
Proc. IGARSS
, pp. 470-472
-
-
Palmason, J.A.1
Benediktsson, J.A.2
Arnason, K.3
-
29
-
-
14644412366
-
Classification of hyperspectral data from urban areas based on extended morphological profiles
-
Mar.
-
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. 43, no. 3, pp. 480-490, Mar. 2005.
-
(2005)
IEEE Trans. Geosci. Remote Sens.
, vol.43
, Issue.3
, pp. 480-490
-
-
Benediktsson, J.A.1
Palmason, J.A.2
Sveinsson, J.R.3
-
30
-
-
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
-
31
-
-
0036681007
-
New approach to morphological color image processing
-
Aug.
-
G. Louverdis, M. I. Vardavoulia, I. Andreadis, and P. Tsalides, "New approach to morphological color image processing," Pattern Recognit., Vol. 35, no. 8, pp. 1733-1741, Aug. 2002.
-
(2002)
Pattern Recognit.
, vol.35
, Issue.8
, pp. 1733-1741
-
-
Louverdis, G.1
Vardavoulia, M.I.2
Andreadis, I.3
Tsalides, P.4
-
32
-
-
0242625368
-
A new method for target detection in hyperspectral imagery based on extended morphological profiles
-
A. Plaza, P. Martinez, R. Perez, and J. Plaza, "A new method for target detection in hyperspectral imagery based on extended morphological profiles," in Proc. IGARSS, 2003, pp. 3772-3774.
-
(2003)
Proc. IGARSS
, pp. 3772-3774
-
-
Plaza, A.1
Martinez, P.2
Perez, R.3
Plaza, J.4
-
33
-
-
14644435059
-
Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations
-
Mar.
-
A. Plaza, P. Martinez, J. Plaza, and R. Perez, "Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations," IEEE Trans. Geosci. Remote Sens., Vol. 43, no. 3, pp. 466-479, Mar. 2005.
-
(2005)
IEEE Trans. Geosci. Remote Sens.
, vol.43
, Issue.3
, pp. 466-479
-
-
Plaza, A.1
Martinez, P.2
Plaza, J.3
Perez, R.4
-
34
-
-
77957741951
-
On the mean accuracy of statistical pattern recognition
-
Jan.
-
G. F. Hughes, "On the mean accuracy of statistical pattern recognition," IEEE Trans. Inf. Theory, vol. IT-14, no. 1, pp. 55-63, Jan. 1968.
-
(1968)
IEEE Trans. Inf. Theory
, vol.IT-14
, Issue.1
, pp. 55-63
-
-
Hughes, G.F.1
-
35
-
-
0003121610
-
Density estimation: Theory, practice and visualization
-
New York: Wiley
-
D. W. Scott, "Density estimation: Theory, practice and visualization," in The Curse of Dimensionality and Dimension Reduction. New York: Wiley, 1992, pp. 195-217.
-
(1992)
The Curse of Dimensionality and Dimension Reduction
, pp. 195-217
-
-
Scott, D.W.1
-
36
-
-
0026966646
-
A training algorithm for optimal margin classifiers
-
B. Boser, I. Guyon, and V. Vapnik, "A training algorithm for optimal margin classifiers," in Proc. 5th ACM Workshop Comput. Learn. Theory, 1992, pp. 144-152.
-
(1992)
Proc. 5th ACM Workshop Comput. Learn. Theory
, pp. 144-152
-
-
Boser, B.1
Guyon, I.2
Vapnik, V.3
-
38
-
-
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
-
39
-
-
3843096026
-
Robust support vector method for hyperspectral data classification and knowledge discovery
-
Jul.
-
G. Camps-Valls, L. Gomez-Chova, J. Calpe, and E. Soria, "Robust support vector method for hyperspectral data classification and knowledge discovery," IEEE Trans. Geosci. Remote Sens., Vol. 42, no. 7, pp. 1530-1542, Jul. 2004.
-
(2004)
IEEE Trans. Geosci. Remote Sens.
, vol.42
, Issue.7
, pp. 1530-1542
-
-
Camps-Valls, G.1
Gomez-Chova, L.2
Calpe, J.3
Soria, E.4
-
40
-
-
20444432773
-
Kernel-based methods for hyperspectral image classification
-
Jun.
-
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.
-
(2005)
IEEE Trans. Geosci. Remote Sens.
, vol.43
, Issue.6
, pp. 1351-1362
-
-
Camps-Valls, G.1
Bruzzone, L.2
-
41
-
-
42749086766
-
Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem
-
M. Chi, R. Feng, and L. Bruzzone, "Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem," Adv. Space Res., Vol. 41, no. 11, pp. 1793-1799, 2008.
-
(2008)
Adv. Space Res.
, vol.41
, Issue.11
, pp. 1793-1799
-
-
Chi, M.1
Feng, R.2
Bruzzone, L.3
-
42
-
-
67650436064
-
Recent advances in techniques for hyperspectral image processing
-
Sep.
-
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 Sens. Environ., Vol. 113, Supplement 1, pp. S110-S122, Sep. 2009.
-
(2009)
Remote Sens. Environ.
, vol.113
, pp. S110-S122
-
-
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
-
43
-
-
0027579237
-
Feature extraction based on decision boundaries
-
Apr.
-
C. Lee and D. A. Landgrebe, "Feature extraction based on decision boundaries," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 15, no. 4, pp. 388-400, Apr. 1993.
-
(1993)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.15
, Issue.4
, pp. 388-400
-
-
Lee, C.1
Landgrebe, D.A.2
-
44
-
-
0036875217
-
A robust classification procedure based on mixture classifiers and nonparametric weighted feature extraction
-
Nov.
-
B. C. Kuo and D. A. Landgrebe, "A robust classification procedure based on mixture classifiers and nonparametric weighted feature extraction," IEEE Trans. Geosci. Remote Sens., Vol. 40, no. 11, pp. 2486-2494, Nov. 2002.
-
(2002)
IEEE Trans. Geosci. Remote Sens.
, vol.40
, Issue.11
, pp. 2486-2494
-
-
Kuo, B.C.1
Landgrebe, D.A.2
-
45
-
-
33745561205
-
An introduction to variable and feature selection
-
Mar.
-
I. Guyon and A. Elisseeff, "An introduction to variable and feature selection," J. Mach. Learn. Res., Vol. 3, no. 7/8, pp. 1157-1182, Mar. 2003.
-
(2003)
J. Mach. Learn. Res.
, vol.3
, Issue.7-8
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
46
-
-
33745891586
-
-
Berlin, Germany: Springer-Verlag
-
I. Guyon, S. Gunn, M. Nikravesh, and L. A. Zadeh, Eds., Feature Extraction: Foundations and Applications. Berlin, Germany: Springer-Verlag, 2006.
-
(2006)
Feature Extraction: Foundations and Applications
-
-
Guyon, I.1
Gunn, S.2
Nikravesh, M.3
Zadeh, L.A.4
-
47
-
-
0033586934
-
An evaluation of spatial autocorrelation feature selection
-
May
-
T. A. Warner, K. Steinmaus, and H. Foote, "An evaluation of spatial autocorrelation feature selection," Int. J. Remote Sens., Vol. 20, no. 8, pp. 1601-1616, May 1999.
-
(1999)
Int. J. Remote Sens.
, vol.20
, Issue.8
, pp. 1601-1616
-
-
Warner, T.A.1
Steinmaus, K.2
Foote, H.3
-
48
-
-
0033586445
-
Feature selection and land cover classification of a MODIS-like data set for a semiarid environment
-
Mar.
-
J. S. Borak, "Feature selection and land cover classification of a MODIS-like data set for a semiarid environment," Int. J. Remote Sens., Vol. 20, no. 5, pp. 919-938, Mar. 1999.
-
(1999)
Int. J. Remote Sens.
, vol.20
, Issue.5
, pp. 919-938
-
-
Borak, J.S.1
-
49
-
-
0034651854
-
A technique for features selection in multiclass problems
-
Feb.
-
L. Bruzzone and S. B. Serpico, "A technique for features selection in multiclass problems," Int. J. Remote Sens., Vol. 21, no. 3, pp. 549-563, Feb. 2000.
-
(2000)
Int. J. Remote Sens.
, vol.21
, Issue.3
, pp. 549-563
-
-
Bruzzone, L.1
Serpico, S.B.2
-
50
-
-
0036324671
-
The role of feature selection in artificial neural network applications
-
Aug.
-
T. Kavzoglu and P. M. Mather, "The role of feature selection in artificial neural network applications," Int. J. Remote Sens., Vol. 23, no. 15, pp. 2919-2937, Aug. 2002.
-
(2002)
Int. J. Remote Sens.
, vol.23
, Issue.15
, pp. 2919-2937
-
-
Kavzoglu, T.1
Mather, P.M.2
-
51
-
-
40349114785
-
Phase correlation based redundancy removal in feature weighting band selection for hyperspectral images
-
Mar.
-
B. Demir and S. Ertürk, "Phase correlation based redundancy removal in feature weighting band selection for hyperspectral images," Int. J. Remote Sens., Vol. 29, no. 6, pp. 1801-1807, Mar. 2008.
-
(2008)
Int. J. Remote Sens.
, vol.29
, Issue.6
, pp. 1801-1807
-
-
Demir, B.1
Ertürk, S.2
-
52
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
Jan.
-
I. Guyon, J. Weston, S. Barnhill, and V. Vapnik, "Gene selection for cancer classification using support vector machines," Mach. Learn., Vol. 46, no. 1-3, pp. 389-422, Jan. 2002.
-
(2002)
Mach. Learn.
, vol.46
, Issue.1-3
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
53
-
-
84890520049
-
Use of the zeronorm with linear models and kernel methods
-
Mar.
-
J. Weston, A. Elisseeff, B. Schölkopf, and M. Tipping, "Use of the zeronorm with linear models and kernel methods," J. Mach. Learn. Res., Vol. 3, no. 7/8, pp. 1439-1461, Mar. 2003.
-
(2003)
J. Mach. Learn. Res.
, vol.3
, Issue.7-8
, pp. 1439-1461
-
-
Weston, J.1
Elisseeff, A.2
Schölkopf, B.3
Tipping, M.4
-
54
-
-
35348920168
-
Feature selection and classification of hyperspectral images with support vector machines
-
Oct.
-
R. Archibald and G. Fann, "Feature selection and classification of hyperspectral images with support vector machines," IEEE Geosci. Remote Sens. Lett., Vol. 4, no. 4, pp. 674-679, Oct. 2007.
-
(2007)
IEEE Geosci. Remote Sens. Lett.
, vol.4
, Issue.4
, pp. 674-679
-
-
Archibald, R.1
Fann, G.2
-
55
-
-
33750798496
-
Toward an optimal SVM classification system for hyperspectral remote sensing images
-
Nov.
-
A. Bazi and F. Melgani, "Toward an optimal SVM classification system for hyperspectral remote sensing images," IEEE Trans. Geosci. Remote Sens., Vol. 44, no. 11, pp. 3374-3376, Nov. 2006.
-
(2006)
IEEE Trans. Geosci. Remote Sens.
, vol.44
, Issue.11
, pp. 3374-3376
-
-
Bazi, A.1
Melgani, F.2
-
56
-
-
84898948710
-
Feature selection for SVMs
-
Cambridge, MA: MIT Press
-
J. Weston, S. Mukherjee, O. Chapelle, M. Pontil, T. Poggio, and V. Vapnik, "Feature selection for SVMs," in Advances in Neural Information Processing Systems NIPS, Vol. 13. Cambridge, MA: MIT Press, 2001, pp. 668-674.
-
(2001)
Advances in Neural Information Processing Systems NIPS
, vol.13
, pp. 668-674
-
-
Weston, J.1
Mukherjee, S.2
Chapelle, O.3
Pontil, M.4
Poggio, T.5
Vapnik, V.6
-
57
-
-
33747119337
-
Support vector machine-based feature selection for land cover classification: A case study with DAIS hyperspectral data
-
Jul.
-
M. Pal, "Support vector machine-based feature selection for land cover classification: A case study with DAIS hyperspectral data," Int. J. Remote Sens., Vol. 27, no. 14, pp. 2877-2894, Jul. 2006.
-
(2006)
Int. J. Remote Sens.
, vol.27
, Issue.14
, pp. 2877-2894
-
-
Pal, M.1
-
58
-
-
0029404248
-
Theoretical aspects of morphological filters by reconstruction
-
Nov.
-
J. Crespo, J. Serra, and R. Schafer, "Theoretical aspects of morphological filters by reconstruction," Signal Process., Vol. 47, no. 2, pp. 201-225, Nov. 1995.
-
(1995)
Signal Process.
, vol.47
, Issue.2
, pp. 201-225
-
-
Crespo, J.1
Serra, J.2
Schafer, R.3
-
59
-
-
44049100795
-
Comparing statistical and neural network methods applied to very high resolution satellite images showing changes in man-made structures at rocky flats
-
Jun.
-
M. Chini, F. Pacifici, W. J. Emery, N. Pierdicca, and F. Del Frate, "Comparing statistical and neural network methods applied to very high resolution satellite images showing changes in man-made structures at rocky flats," IEEE Trans. Geosci. Remote Sens., Vol. 46, no. 6, pp. 1812-1821, Jun. 2008.
-
(2008)
IEEE Trans. Geosci. Remote Sens.
, vol.46
, Issue.6
, pp. 1812-1821
-
-
Chini, M.1
Pacifici, F.2
Emery, W.J.3
Pierdicca, N.4
Del Frate, F.5
-
60
-
-
5044234815
-
Torch: A modular machine learning software library
-
Martigny, Switzerland, Tech. Rep. RR 02-46
-
R. Collobert, S. Bengio, and J. Mariethoz, "Torch: A modular machine learning software library," IDIAP, Martigny, Switzerland, Tech. Rep. RR 02-46, 2002.
-
(2002)
IDIAP
-
-
Collobert, R.1
Bengio, S.2
Mariethoz, J.3
-
61
-
-
3042661357
-
Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy
-
G. M. Foody, "Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy," Photogramm. Eng. Remote Sens., Vol. 50, no. 5, pp. 627-633, 2004.
-
(2004)
Photogramm. Eng. Remote Sens.
, vol.50
, Issue.5
, pp. 627-633
-
-
Foody, G.M.1
-
63
-
-
0036522403
-
Unsupervised feature selection using feature similarity
-
Mar.
-
P. Mitra, C. A. Murthy, and K. Pal, "Unsupervised feature selection using feature similarity," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 24, no. 3, pp. 301-312, Mar. 2002.
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.24
, Issue.3
, pp. 301-312
-
-
Mitra, P.1
Murthy, C.A.2
Pal, K.3
-
64
-
-
0028424239
-
Improving generalization with active learning
-
May
-
D. Cohn, L. Atlas, and R. Ladner, "Improving generalization with active learning," Mach. Learn., Vol. 15, no. 2, pp. 201-221, May 1994.
-
(1994)
Mach. Learn.
, vol.15
, Issue.2
, pp. 201-221
-
-
Cohn, D.1
Atlas, L.2
Ladner, R.3
-
65
-
-
2942558578
-
Segmentation of multispectral remote sensing images using active support vector machines
-
Jul.
-
P. Mitra, B. Uma Shankar, and S. K. Pal, "Segmentation of multispectral remote sensing images using active support vector machines," Pattern Recognit. Lett., Vol. 25, no. 9, pp. 1067-1074, Jul. 2004.
-
(2004)
Pattern Recognit. Lett.
, vol.25
, Issue.9
, pp. 1067-1074
-
-
Mitra, P.1
Uma Shankar, B.2
Pal, S.K.3
-
66
-
-
67651183638
-
Active learning methods for remote sensing image classification
-
Jul.
-
D. Tuia, F. Ratle, F. Pacifici, M. Kanevski, and W. J. Emery, "Active learning methods for remote sensing image classification," IEEE Trans. Geosci. Remote Sens., Vol. 47, no. 7, pp. 2218-2232, Jul. 2009.
-
(2009)
IEEE Trans. Geosci. Remote Sens.
, vol.47
, Issue.7
, pp. 2218-2232
-
-
Tuia, D.1
Ratle, F.2
Pacifici, F.3
Kanevski, M.4
Emery, W.J.5
|