-
1
-
-
0142009648
-
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
-
Sep
-
J. A. Benediktsson, M. Pesaresi, and K. Amason, 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
Amason, K.3
-
2
-
-
34247530976
-
Classification of high spatial resolution imagery using improved Gaussian Markov random-field-based texture features
-
DOI 10.1109/TGRS.2007.892602
-
Y. Zhao, L. Zhang, P. Li, and B. Huang, Classification of high spatial resolution imagery using improved Guass Markov random-field-based texture features, IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1458-1468, May 2007 (Pubitemid 46652344)
-
(2007)
IEEE Transactions on Geoscience and Remote Sensing
, vol.45
, Issue.5
, pp. 1458-1468
-
-
Zhao, Y.1
Zhang, L.2
Li, P.3
Huang, B.4
-
3
-
-
14644435059
-
Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations
-
DOI 10.1109/TGRS.2004.841417
-
A. Plaza, P. Martnez, J. Plaza, and R. Prez, Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations, IEEE Trans. Geosci. Remote Sens., vol. 43, no. 4, pp. 466-479, Mar. 2005 (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
-
4
-
-
34247346536
-
A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery
-
Oct
-
L. Zhang, X. Huang, B. Huang, and P. Li, A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery, IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2950-2961, Oct. 2006
-
(2006)
IEEE Trans. Geosci. Remote Sens
, vol.44
, Issue.10
, pp. 2950-2961
-
-
Zhang, L.1
Huang, X.2
Huang, B.3
Li, P.4
-
5
-
-
78649328357
-
Feature selection in AVHRR Ocean satellite images by means of filter methods
-
Dec
-
A. P. Jose, C. Manuel, and Z. W. James, Feature selection in AVHRR Ocean satellite images by means of filter methods, IEEE Trans. Geosci. Remote Sens., vol. 48, no. 12, pp. 4193-4203, Dec. 2010
-
(2010)
IEEE Trans. Geosci. Remote Sens
, vol.48
, Issue.12
, pp. 4193-4203
-
-
Jose, A.P.1
Manuel, C.2
James, Z.W.3
-
6
-
-
77957741951
-
On the mean accuracy of statistical pattern recognizers
-
Jan
-
G. F. Hughes, On the mean accuracy of statistical pattern recognizers, IEEE Trans. Inf. Theory, vol. IT-14, no. 1, pp. 55-63, Jan. 1968
-
(1968)
IEEE Trans. Inf. Theory
, vol.14
, Issue.1
, pp. 55-63
-
-
Hughes, G.F.1
-
7
-
-
0035391615
-
A new search algorithm for feature selection in hyperspectral remote sensing images
-
DOI 10.1109/36.934069, PII S0196289201054997
-
S. B. Serpico and L. Bruzzone, A new search algorithm for feature selection in hyperspectral remote sensing image, IEEE Trans. Geosci. Remote Sens., vol. 39, no. 7, pp. 1360-1367, Jul. 2001 (Pubitemid 32732652)
-
(2001)
IEEE Transactions on Geoscience and Remote Sensing
, vol.39
, Issue.7
, pp. 1360-1367
-
-
Serpico, S.B.1
Bruzzone, L.2
-
8
-
-
0034314457
-
Unsupervised hyperspectral image analysis with projection pursuit
-
DOI 10.1109/36.885200
-
A. Ifarraguerri and C. Chang, Unsupervised hyperspectral image analysis with projection pursuit, IEEE Trans. Geosci. Remote Sens., vol. 38, no. 6, pp. 2529-2538, Nov. 2000 (Pubitemid 32076149)
-
(2000)
IEEE Transactions on Geoscience and Remote Sensing
, vol.38
, Issue.6
, pp. 2529-2538
-
-
Ifarraguerri, A.1
Chang, C.-I.2
-
9
-
-
33744719449
-
Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis
-
DOI 10.1109/TGRS.2005.863297
-
J. Wang and C. Chang, Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis, IEEE Trans. Geosci. Remote Sens., vol. 44, no. 6, pp. 1586-1600, Jun. 2006 (Pubitemid 43824505)
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, Issue.6
, pp. 1586-1600
-
-
Wang, J.1
Chang, C.-I.2
-
10
-
-
2642530204
-
Nonparametric weighted feature extraction for classification
-
May
-
B. C. Kuo and D. A. Landgrebe, Nonparametric weighted feature extraction for classification, IEEE Trans. Geosci. Remote Sens., vol. 42, no. 5, pp. 1096-1105, May 2004
-
(2004)
IEEE Trans. Geosci. Remote Sens
, vol.42
, Issue.5
, pp. 1096-1105
-
-
Kuo, B.C.1
Landgrebe, D.A.2
-
11
-
-
63149112633
-
Dimensionality reduction based on tensor modelling for classification methods
-
Apr
-
M. Renard and S. Bourennane, Dimensionality reduction based on tensor modelling for classification methods, IEEE Trans. Geosci. Remote Sens., vol. 47, no. 4, pp. 1123-1131, Apr. 2009
-
(2009)
IEEE Trans. Geosci. Remote Sens
, vol.47
, Issue.4
, pp. 1123-1131
-
-
Renard, M.1
Bourennane, S.2
-
12
-
-
33747119337
-
Support vector machine-based feature selection for land cover classification: A case study with DAIS hyperspectral data
-
DOI 10.1080/01431160500242515, PII H665446622546V11
-
M. Pal, Support vector machine-based feature selection for land cover classification: A case study with DAIS hyper-spectral data, Int. J. Remote Sens., vol. 27, no. 14, pp. 2877-2894, Jul. 2006 (Pubitemid 44219161)
-
(2006)
International Journal of Remote Sensing
, vol.27
, Issue.14
, pp. 2877-2894
-
-
Pal, M.1
-
13
-
-
0003922190
-
-
2nd ed. New York, NY, USA: Wiley
-
R. Duda, P. Hart, and D. Storl, Pattern Classification, 2nd ed. New York, NY, USA: Wiley, 2011
-
(2011)
Pattern Classification
-
-
Duda, R.1
Hart, P.2
Storl, D.3
-
14
-
-
71749093956
-
Classification of quickbird image with maximal mutual information feature selection and support vector machine
-
Sep
-
B.Wu, Z. Xiong, Y. Chen, and Y. Zhao, Classification of quickbird image with maximal mutual information feature selection and support vector machine, Procedia Earth Planet. Sci., vol. 1, no. 1, pp. 1165-1172, Sep. 2009
-
(2009)
Procedia Earth Planet. Sci
, vol.1
, Issue.1
, pp. 1165-1172
-
-
Wu, B.1
Xiong, Z.2
Chen, Y.3
Zhao, Y.4
-
15
-
-
24344458137
-
Feature selection based on mutual information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy
-
DOI 10.1109/TPAMI.2005.159
-
H. Peng, F. Long, and C. Ding, Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and minredundancy, IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 8, pp. 1226-1238, Aug. 2005 (Pubitemid 41245053)
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.8
, pp. 1226-1238
-
-
Peng, H.1
Long, F.2
Ding, C.3
-
16
-
-
0141990695
-
Theoretical and empirical analysis of ReliefF and RreliefF
-
Oct
-
M. Robnik-Sikonja and I. Kononenko, Theoretical and empirical analysis of ReliefF and RreliefF, Mach. Learn., vol. 53, no. 1/2, pp. 23-69, Oct. 2003
-
(2003)
Mach. Learn
, vol.53
, Issue.1-2
, pp. 23-69
-
-
Robnik-Sikonja, M.1
Kononenko, I.2
-
17
-
-
0036522403
-
Unsupervised feature selection using feature similarity
-
DOI 10.1109/34.990133
-
P. Mitra, C. A. Murthy, and S. K. Pal, Unsupervised feature selection using feature similarity, IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 3, pp. 301-312, Mar. 2002 (Pubitemid 35289348)
-
(2002)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.24
, Issue.3
, pp. 301-312
-
-
Mitra, P.1
Murthy, C.A.2
Pal, S.K.3
-
18
-
-
0031078007
-
Feature selection: Evaluation, application, and small sample performance
-
A. Jain and D. Zongker, Feature selection: Evaluation, application, and small sample performance, IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 2, pp. 153-158, Feb. 1997 (Pubitemid 127828334)
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.2
, pp. 153-158
-
-
Jain, A.1
-
19
-
-
34548435161
-
Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium
-
DOI 10.1016/j.rse.2007.03.020, PII S0034425707001782
-
F. M. B. Van Coillie, L. P. C. Verbeke, and R. R. De Wulf, Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium, Remote Sens. Environ., vol. 110, no. 4, pp. 476-487, Oct. 2007 (Pubitemid 47361235)
-
(2007)
Remote Sensing of Environment
, vol.110
, Issue.4
, pp. 476-487
-
-
Van Coillie, F.M.B.1
Verbeke, L.P.C.2
De Wulf, R.R.3
-
20
-
-
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
-
21
-
-
70350655559
-
Classification of very high spatial resolution imagery using mathematical morphology and support vector machines
-
Nov
-
D. Tuia, F. Pacifici, M. Kanevski, and W. Emery, Classification of very high spatial resolution imagery using mathematical morphology and support vector machines, IEEE Trans. Geosci. Remote Sens., vol. 47, no. 11, pp. 3866-3879, Nov. 2009
-
(2009)
IEEE Trans. Geosci. Remote Sens
, vol.47
, Issue.11
, pp. 3866-3879
-
-
Tuia, D.1
Pacifici, F.2
Kanevski, M.3
Emery, W.4
-
22
-
-
35348920168
-
Feature selection and classification of hyperspectral images with support vector machines
-
DOI 10.1109/LGRS.2007.905116
-
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. 674-677, Oct. 2007 (Pubitemid 47588053)
-
(2007)
IEEE Geoscience and Remote Sensing Letters
, vol.4
, Issue.4
, pp. 674-677
-
-
Archibald, R.1
Fann, G.2
-
23
-
-
56849127860
-
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
-
Nov
-
M. Fauvel, J. Benediktsson, J. Chanussot, and J. 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.2
Chanussot, J.3
Sveinsson, J.4
-
24
-
-
77953871614
-
Sensitivity of support vector machines to random feature selection in classification of hyperspectral data
-
Jul
-
B. Waske, S. van der Linden, J. Benediktsson, A. Rabe, and P. Hostert, Sensitivity of support vector machines to random feature selection in classification of hyperspectral data, IEEE Trans. Geosci. Remote Sens., vol. 48, no. 7, pp. 2880-2889, Jul. 2010
-
(2010)
IEEE Trans. Geosci. Remote Sens
, vol.48
, Issue.7
, pp. 2880-2889
-
-
Waske, B.1
Linden Der S.Van2
Benediktsson, J.3
Rabe, A.4
Hostert, P.5
-
25
-
-
84863271881
-
Feature selection based on max-min-associated indexes for classification of remotely sensed imagery
-
Sep. 2012
-
B. Wu, X. Wang, H. Shen, and X. Zhou, Feature selection based on max-min-associated indexes for classification of remotely sensed imagery, Int. J. Remote Sens., vol. 33, no. 17, pp. 5492-5512, Sep. 2012
-
Int. J. Remote Sens
, vol.33
, Issue.17
, pp. 5492-5512
-
-
Wu, B.1
Wang, X.2
Shen, H.3
Zhou, X.4
-
26
-
-
25144439604
-
-
Upper Saddle River, NJ, USA: Pearson Educ., Inc
-
P. N. Tan, M. Steinbach, and V. Kumar, Introduction to Data Mining. Upper Saddle River, NJ, USA: Pearson Educ., Inc., 2006
-
(2006)
Introduction to Data Mining
-
-
Tan, P.N.1
Steinbach, M.2
Kumar, V.3
-
27
-
-
79959553805
-
Impact of discretization methods on the rough set-based classification of remotely sensed images
-
Jul
-
Y. Ge, F. Cao, and R. F. Duan, Impact of discretization methods on the rough set-based classification of remotely sensed images, Int. J. Digit. Earth, vol. 4, no. 4, pp. 330-346, Jul. 2011
-
(2011)
Int. J. Digit. Earth
, vol.4
, Issue.4
, pp. 330-346
-
-
Ge, Y.1
Cao, F.2
Duan, R.F.3
-
28
-
-
39549119328
-
The comparison of PCA and discrete rough set for feature extraction of remotely sensed imagery classification-A case study on rice classification, Taiwan
-
Mar
-
C. Lei, S. Wan, and T. Y. Chou, The comparison of PCA and discrete rough set for feature extraction of remotely sensed imagery classification-A case study on rice classification, Taiwan, Comput. Geosci., vol. 12, no. 1, pp. 1-14, Mar. 2008
-
(2008)
Comput. Geosci
, vol.12
, Issue.1
, pp. 1-14
-
-
Lei, C.1
Wan, S.2
Chou, T.Y.3
-
29
-
-
0031189159
-
Feature selection via discretization
-
H. Liu and R. Setiono, Feature selection via discretization, IEEE Trans. Knowl. Data Eng., vol. 9, no. 4, pp. 642-645, Jul./Aug. 1997 (Pubitemid 127776408)
-
(1997)
IEEE Transactions on Knowledge and Data Engineering
, vol.9
, Issue.4
, pp. 642-645
-
-
Liu, H.1
Setiono, R.2
-
30
-
-
34548559200
-
A rough set approach to the discovery of classification rules in spatial data
-
DOI 10.1080/13658810601169915, PII 780499788
-
Y. Leung, T. Fung, J. Mi, and W. Z. Wu, A rough set approach to the discovery of classification rules in spatial data, Int. J. Geogr. Inf. Sci., vol. 21, no. 9, pp. 1033-1058, Oct. 2007 (Pubitemid 47386511)
-
(2007)
International Journal of Geographical Information Science
, vol.21
, Issue.9
, pp. 1033-1058
-
-
Leung, Y.1
Fung, T.2
Mi, J.-S.3
Wu, W.-Z.4
-
31
-
-
37749034335
-
On changing continuous attributes into ordered discrete attributes
-
J. Catlett, On changing continuous attributes into ordered discrete attributes, in Proc. Eur. Working Session Learn., 1991, pp. 164-178
-
(1991)
Proc. Eur. Working Session Learn
, pp. 164-178
-
-
Catlett, J.1
-
32
-
-
0003024008
-
On the handling of continuous-valued attributes in decision tree generation
-
Jan
-
U. M. Fayyard and K. B. Irani, On the handling of continuous-valued attributes in decision tree generation, Mach. Learn., vol. 8, no. 1, pp. 87-102, Jan. 2002
-
(2002)
Mach. Learn
, vol.8
, Issue.1
, pp. 87-102
-
-
Fayyard, U.M.1
Irani, K.B.2
-
33
-
-
0004032661
-
-
3rd ed. Englewood Cliffs, NJ, USA: Prentice-Hall ch. 8
-
A. Agresti and B. Finlay, Statistical Methods for the Social Sciences, 3rd ed. Englewood Cliffs, NJ, USA: Prentice-Hall, 1997, ch. 8
-
(1997)
Statistical Methods for the Social Sciences
-
-
Agresti, A.1
Finlay, B.2
-
34
-
-
0004193486
-
-
2nd ed Thousand Oaks, CA, USA: Sage Publ
-
H. T. Reynolds, Analysis of Nominal Data, Series: Quantitative Applications in the Social Sciences, 2nd ed. Thousand Oaks, CA, USA: Sage Publ., 1984, pp. 15-60
-
(1984)
Analysis of Nominal Data, Series: Quantitative Applications in the Social Sciences
, pp. 15-60
-
-
Reynolds, H.T.1
-
35
-
-
1342282151
-
CAIM discretization algorithm
-
Feb
-
L. A. Kurgan and K. J. Cios, CAIM discretization algorithm, IEEE Trans. Knowl. Data Eng., vol. 16, no. 2, pp. 145-153, Feb. 2004
-
(2004)
IEEE Trans. Knowl. Data Eng
, vol.16
, Issue.2
, pp. 145-153
-
-
Kurgan, L.A.1
Cios, K.J.2
-
36
-
-
35748943218
-
A discretization algorithm based on class-attribute contingency coefficient
-
Feb
-
C. J. Tsai, C. I. Lee, and W. P. Yang, A discretization algorithm based on class-attribute contingency coefficient, Inf. Sci., vol. 178, no. 3, pp. 714-731, Feb. 2008
-
(2008)
Inf. Sci
, vol.178
, Issue.3
, pp. 714-731
-
-
Tsai, C.J.1
Lee, C.I.2
Yang, W.P.3
-
37
-
-
33748331356
-
A multilevel context-based system for classification of very high spatial resolution images
-
DOI 10.1109/TGRS.2006.875360, 1677767
-
L. Bruzzone and L. Carlin, A multilevel context-based system for classification of very high spatial resolution images, IEEE Trans. Geosci. Remote Sens., vol. 44, no. 9, pp. 2587-2600, Sep. 2006 (Pubitemid 44321552)
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, Issue.9
, pp. 2587-2600
-
-
Bruzzone, L.1
Carlin, L.2
-
38
-
-
0029345982
-
Class-dependent discretization for inductive learning from continuous and mixed model data
-
Jul
-
J. Y. Ching, A. K. C. Wong, and K. C. C. Chan, Class-dependent discretization for inductive learning from continuous and mixed model data, IEEE Trans. Pattern Anal. Mach. Intell., vol. 17, no. 7, pp. 641-651, Jul. 1995
-
(1995)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.17
, Issue.7
, pp. 641-651
-
-
Ching, J.Y.1
Wong, A.K.C.2
Chan, K.C.C.3
-
39
-
-
14844351034
-
Not so naive Bayes: Aggregating one-dependence estimators
-
DOI 10.1007/s10994-005-4258-6
-
G. I.Webb, J. R. Boughton, and Z.Wang, Not so naive Bayes: Aggregating one-dependence estimators, Mach. Learn., vol. 58, no. 1, pp. 5-24, Jan. 2005 (Pubitemid 40356736)
-
(2005)
Machine Learning
, vol.58
, Issue.1
, pp. 5-24
-
-
Webb, G.I.1
Boughton, J.R.2
Wang, Z.3
-
40
-
-
76749092270
-
The WEKA data mining software: An update
-
Jun
-
H. Mark, F. Eibe, H. Geoffrey, P. Bernhard, R. Peter, and H. W. Ian, The WEKA data mining software: An update, SIGKDD Explorations, vol. 11, no. 1, pp. 10-18, Jun. 2009
-
(2009)
SIGKDD Explorations
, vol.11
, Issue.1
, pp. 10-18
-
-
Mark, H.1
Eibe, F.2
Geoffrey, H.3
Bernhard, P.4
Peter, R.5
Ian, H.W.6
-
41
-
-
0023451088
-
Synthesizing statistical knowledge from incomplete mixed-model data
-
Nov
-
A. K. C. Wong and D. K. Y. Chiu, Synthesizing statistical knowledge from incomplete mixed-model data, IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-9, no. 6, pp. 796-805, Nov. 1987
-
(1987)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.9
, Issue.6
, pp. 796-805
-
-
Wong, A.K.C.1
Chiu, D.K.Y.2
-
42
-
-
78650905163
-
Graph-based feature selection for object-oriented classification in VHR airborne imagery
-
Jan
-
X. Chen, T. Fang, H. Huo, and D. Li, Graph-based feature selection for object-oriented classification in VHR airborne imagery, IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 353-365, Jan. 2011
-
(2011)
IEEE Trans. Geosci. Remote Sens
, vol.49
, Issue.1
, pp. 353-365
-
-
Chen, X.1
Fang, T.2
Huo, H.3
Li, D.4
-
43
-
-
7444245079
-
On why discretization works for naive-bayes classifiers
-
AI 2003: Advances in Artificial Intelligence
-
Y. Yang and G. Webb, On why discretization works for naive-Bayes classifiers, in Proc. Adv. Artif. Intell., vol. 2903, Lecture Notes Comput. Sci., 2003, pp. 440-452 (Pubitemid 37525045)
-
(2003)
Lecture Notes In Computer Science
, Issue.2903
, pp. 440-452
-
-
Yang, Y.1
Webb, G.I.2
-
44
-
-
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. 70, no. 5, pp. 627-633, May 2004. (Pubitemid 39081774) China
-
(2004)
Photogrammetric Engineering and Remote Sensing
, vol.70
, Issue.5
, pp. 627-633
-
-
Foody, G.M.1
|