-
1
-
-
84887290816
-
Parcel-level identification of crop types using different classification algorithms and multi-resolution imagery in southeastern Turkey
-
Alganci U., Sertel E., Ozdogan M., Ormeci C. Parcel-level identification of crop types using different classification algorithms and multi-resolution imagery in southeastern Turkey. Photogramm. Eng. Remote Sens. 2013, 79:1053-1065. 10.14358/PERS.79.11.1053.
-
(2013)
Photogramm. Eng. Remote Sens.
, vol.79
, pp. 1053-1065
-
-
Alganci, U.1
Sertel, E.2
Ozdogan, M.3
Ormeci, C.4
-
2
-
-
84874788283
-
Advances in remote sensing of agriculture: context description, existing operational monitoring systems and major information needs
-
Atzberger C. Advances in remote sensing of agriculture: context description, existing operational monitoring systems and major information needs. Remote Sens. 2013, 5:949-981. 10.3390/rs5020949.
-
(2013)
Remote Sens.
, vol.5
, pp. 949-981
-
-
Atzberger, C.1
-
3
-
-
73749086442
-
Definition of a comprehensive set of texture semivariogram features and their evaluation for object-oriented image classification
-
Balaguer A., Ruiz L.A., Hermosilla T., Recio J.A. Definition of a comprehensive set of texture semivariogram features and their evaluation for object-oriented image classification. Comput. Geosci. 2010, 36:231-240. 10.1016/j.cageo.2009.05.003.
-
(2010)
Comput. Geosci.
, vol.36
, pp. 231-240
-
-
Balaguer, A.1
Ruiz, L.A.2
Hermosilla, T.3
Recio, J.A.4
-
4
-
-
37249003229
-
Multiple classifier systems in remote sensing: from basics to recent developments
-
Springer, Berlin, Heidelberg, M. Haindl, J. Kittler, F. Roli (Eds.)
-
Benediktsson J.A., Chanussot J., Fauvel M. Multiple classifier systems in remote sensing: from basics to recent developments. Multiple Classifier Systems 2007, 501-512. Springer, Berlin, Heidelberg. M. Haindl, J. Kittler, F. Roli (Eds.).
-
(2007)
Multiple Classifier Systems
, pp. 501-512
-
-
Benediktsson, J.A.1
Chanussot, J.2
Fauvel, M.3
-
5
-
-
0032635034
-
Classification of multisource and hyperspectral data based on decision fusion
-
Benediktsson J.A., Kanellopoulos I. Classification of multisource and hyperspectral data based on decision fusion. IEEE Trans. Geosci. Remote Sens. 1999, 37:1367-1377. 10.1109/36.763301.
-
(1999)
IEEE Trans. Geosci. Remote Sens.
, vol.37
, pp. 1367-1377
-
-
Benediktsson, J.A.1
Kanellopoulos, I.2
-
6
-
-
0037560727
-
Multisource remote sensing data classification based on consensus and pruning
-
Benediktsson J.A., Sveinsson J.R. Multisource remote sensing data classification based on consensus and pruning. IEEE Trans. Geosci. Remote Sens. 2003, 41. 10.1109/TGRS.2003.812000.
-
(2003)
IEEE Trans. Geosci. Remote Sens.
, vol.41
-
-
Benediktsson, J.A.1
Sveinsson, J.R.2
-
7
-
-
0025453627
-
Neural network approaches versus statistical methods in classification of multisource remote sensing data
-
Benediktsson J.A., Swain P.H., Erase O.K. Neural network approaches versus statistical methods in classification of multisource remote sensing data. IEEE Trans. Geosci. Remote Sens. 1990, 28:540-551.
-
(1990)
IEEE Trans. Geosci. Remote Sens.
, vol.28
, pp. 540-551
-
-
Benediktsson, J.A.1
Swain, P.H.2
Erase, O.K.3
-
8
-
-
0029756565
-
Information combination operators for data fusion: a comparative review with classification
-
Bloch I. Information combination operators for data fusion: a comparative review with classification. IEEE Trans. Syst. Man, Cybern. A Syst. Humans 1996, 26:52-67.
-
(1996)
IEEE Trans. Syst. Man, Cybern. A Syst. Humans
, vol.26
, pp. 52-67
-
-
Bloch, I.1
-
9
-
-
0030211964
-
Bagging predictors
-
Breiman L. Bagging predictors. Mach. Learn. 1996, 24:123-140.
-
(1996)
Mach. Learn.
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
10
-
-
0035478854
-
Random forests
-
Breiman L. Random forests. Mach. Learn. 2001, 45:5-32.
-
(2001)
Mach. Learn.
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
11
-
-
26444567985
-
Random Forests - Classification Description: Random Forests
-
[WWW Document]. Stat
-
Breiman, L., Cutler, A., 2007. Random Forests - Classification Description: Random Forests [WWW Document]. Stat- (accessed 01.11.13). http://www.berkeley.edu/users/breiman/RandomForests/cc_home.htm.
-
(2007)
-
-
Breiman, L.1
Cutler, A.2
-
12
-
-
85052770793
-
-
CRC Press, Boca Raton
-
Breiman L., Friedman J., Stone C.J., Olshen R.A. Classification and Regression Trees 1984, CRC Press, Boca Raton.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Stone, C.J.3
Olshen, R.A.4
-
14
-
-
57049119072
-
Estimating per-pixel thematic uncertainty in remote sensing classifications
-
Brown K.M., Foody G.M., Atkinson P.M. Estimating per-pixel thematic uncertainty in remote sensing classifications. Int. J. Remote Sens. 2009, 30:209-229. 10.1080/01431160802290568.
-
(2009)
Int. J. Remote Sens.
, vol.30
, pp. 209-229
-
-
Brown, K.M.1
Foody, G.M.2
Atkinson, P.M.3
-
15
-
-
0032638011
-
A neural-statistical approach to multitemporal and multisource remote-sensing image classification
-
Bruzzone L., Prieto D.F., Serpico S.B. A neural-statistical approach to multitemporal and multisource remote-sensing image classification. IEEE Trans. Geosci. Remote Sens. 1999, 37:1350-1359.
-
(1999)
IEEE Trans. Geosci. Remote Sens.
, vol.37
, pp. 1350-1359
-
-
Bruzzone, L.1
Prieto, D.F.2
Serpico, S.B.3
-
16
-
-
0242515926
-
Attribute bagging: improving accuracy of classiÿer ensembles by using random feature subsets
-
Bryll R., Gutierrez-osuna R., Quek F. Attribute bagging: improving accuracy of classiÿer ensembles by using random feature subsets. Pattern Recognit. 2003, 36:1291-1302.
-
(2003)
Pattern Recognit.
, vol.36
, pp. 1291-1302
-
-
Bryll, R.1
Gutierrez-osuna, R.2
Quek, F.3
-
17
-
-
78649847038
-
On the influence of feature reduction for the classification of hyperspectral images based on the extended morphological profile
-
Castaings T., Waske B., Benediktsson J.A., Chanussot J. On the influence of feature reduction for the classification of hyperspectral images based on the extended morphological profile. Int. J. Remote Sens. 2010, 31:5921-5939. 10.1080/01431161.2010.512313.
-
(2010)
Int. J. Remote Sens.
, vol.31
, pp. 5921-5939
-
-
Castaings, T.1
Waske, B.2
Benediktsson, J.A.3
Chanussot, J.4
-
18
-
-
67650566426
-
Object-and pixel-based analysis for mapping crops and their agro-environmental associated measures using QuickBird imagery
-
Castillejo-González I.L., López-Granados F., García-Ferrer A., Peña-Barragán J.M., Jurado-Expósito M., de la Orden M.S., González-Audicana M. Object-and pixel-based analysis for mapping crops and their agro-environmental associated measures using QuickBird imagery. Comput. Electron. Agric. 2009, 68:207-215.
-
(2009)
Comput. Electron. Agric.
, vol.68
, pp. 207-215
-
-
Castillejo-González, I.L.1
López-Granados, F.2
García-Ferrer, A.3
Peña-Barragán, J.M.4
Jurado-Expósito, M.5
de la Orden, M.S.6
González-Audicana, M.7
-
19
-
-
84930621165
-
Geographic stacking: decision fusion to increase global land cover map accuracy
-
Clinton N., Yu L., Gong P. Geographic stacking: decision fusion to increase global land cover map accuracy. ISPRS J. Photogramm. Remote Sens. 2015, 103:57-65. 10.1016/j.isprsjprs.2015.02.010.
-
(2015)
ISPRS J. Photogramm. Remote Sens.
, vol.103
, pp. 57-65
-
-
Clinton, N.1
Yu, L.2
Gong, P.3
-
20
-
-
84955496418
-
-
CNES [WWW Document].
-
CNES, 2015. CNES [WWW Document]. http://smsc.cnes.fr/VENUS/.
-
(2015)
-
-
-
21
-
-
81355138685
-
Land cover classification with coarse spatial resolution data to derive continuous and discrete maps for complex regions
-
Colditz R., Schmidt M., Conrad C., Hansen M.C., Dech S. Land cover classification with coarse spatial resolution data to derive continuous and discrete maps for complex regions. Remote Sens. Environ. 2011, 115:3264-3275. 10.1016/j.rse.2011.07.010.
-
(2011)
Remote Sens. Environ.
, vol.115
, pp. 3264-3275
-
-
Colditz, R.1
Schmidt, M.2
Conrad, C.3
Hansen, M.C.4
Dech, S.5
-
22
-
-
0026278621
-
A review of assessing the accuracy of classifications of remotely sensed data
-
Congalton R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ. 1991, 37:35-46.
-
(1991)
Remote Sens. Environ.
, vol.37
, pp. 35-46
-
-
Congalton, R.G.1
-
23
-
-
81755185783
-
Temporal segmentation of MODIS time series for improving crop classification in Central Asian irrigation systems
-
Conrad C., Colditz R., Dech S., Klein D., Vlek P.L.G. Temporal segmentation of MODIS time series for improving crop classification in Central Asian irrigation systems. Int. J. Remote Sens. 2011, 32:8763-8778. 10.1080/01431161.2010.550647.
-
(2011)
Int. J. Remote Sens.
, vol.32
, pp. 8763-8778
-
-
Conrad, C.1
Colditz, R.2
Dech, S.3
Klein, D.4
Vlek, P.L.G.5
-
24
-
-
84896005616
-
Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images
-
Conrad C., Dech S., Dubovyk O., Fritsch S., Klein D., Löw F., Schorcht G., Zeidler J. Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images. Comput. Electron. Agric. 2014, 103:63-74.
-
(2014)
Comput. Electron. Agric.
, vol.103
, pp. 63-74
-
-
Conrad, C.1
Dech, S.2
Dubovyk, O.3
Fritsch, S.4
Klein, D.5
Löw, F.6
Schorcht, G.7
Zeidler, J.8
-
25
-
-
84887607665
-
Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley, Uzbekistan
-
Conrad C., Rahmann M., Machwitz M., Stulina G., Paeth H., Dech S. Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley, Uzbekistan. Glob. Planet. Change 2013, 110:88-98. 10.1016/j.gloplacha.2013.08.002.
-
(2013)
Glob. Planet. Change
, vol.110
, pp. 88-98
-
-
Conrad, C.1
Rahmann, M.2
Machwitz, M.3
Stulina, G.4
Paeth, H.5
Dech, S.6
-
26
-
-
34249753618
-
Support-vector networks
-
Cortes C., Vapnik V. Support-vector networks. Mach. Learn. 1995, 20:273-297.
-
(1995)
Mach. Learn.
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
27
-
-
6344256799
-
Efficiency and accuracy of per-field classification for operational crop mapping
-
De Wit A., Clevers J.G.P.W. Efficiency and accuracy of per-field classification for operational crop mapping. Int. J. Remote Sens. 2004, 25:4091-4112. 10.1080/01431160310001619580.
-
(2004)
Int. J. Remote Sens.
, vol.25
, pp. 4091-4112
-
-
De Wit, A.1
Clevers, J.G.P.W.2
-
28
-
-
79953222584
-
Comparison of pixel-and object-based classification in land cover change mapping
-
Dingle Robertson L., King D.J. Comparison of pixel-and object-based classification in land cover change mapping. Int. J. Remote Sens. 2011, 32:1505-1529.
-
(2011)
Int. J. Remote Sens.
, vol.32
, pp. 1505-1529
-
-
Dingle Robertson, L.1
King, D.J.2
-
29
-
-
34748885521
-
Increasing soft classification accuracy through the use of an ensemble of classifiers
-
Doan H.T.X., Foody G.M. Increasing soft classification accuracy through the use of an ensemble of classifiers. Int. J. Remote Sens. 2007, 28:4609-4623.
-
(2007)
Int. J. Remote Sens.
, vol.28
, pp. 4609-4623
-
-
Doan, H.T.X.1
Foody, G.M.2
-
30
-
-
84859427372
-
Sentinel-2: ESA's optical high-resolution mission for GMES operational services
-
Drusch M., Del Bello U., Carlier S., Colin O., Fernandez V., Gascon F., Hoersch B., Isola C., Laberinti P., Martimort P., Meygret a., Spoto F., Sy O., Marchese F., Bargellini P. Sentinel-2: ESA's optical high-resolution mission for GMES operational services. Remote Sens. Environ. 2012, 120:25-36. 10.1016/j.rse.2011.11.026.
-
(2012)
Remote Sens. Environ.
, vol.120
, pp. 25-36
-
-
Drusch, M.1
Del Bello, U.2
Carlier, S.3
Colin, O.4
Fernandez, V.5
Gascon, F.6
Hoersch, B.7
Isola, C.8
Laberinti, P.9
Martimort, P.10
Meygret, A.11
Spoto, F.12
Sy, O.13
Marchese, F.14
Bargellini, P.15
-
31
-
-
84867335433
-
Information fusion techniques for change detection from multi-temporal remote sensing images
-
Du P., Liu S., Xia J., Zhao Y. Information fusion techniques for change detection from multi-temporal remote sensing images. Inf. Fusion 2013, 14:19-27. 10.1016/j.inffus.2012.05.003.
-
(2013)
Inf. Fusion
, vol.14
, pp. 19-27
-
-
Du, P.1
Liu, S.2
Xia, J.3
Zhao, Y.4
-
32
-
-
84860267020
-
Multiple classifier system for remote sensing image classification: a review
-
Du P., Xia J., Zhang W., Tan K., Liu Y., Liu S. Multiple classifier system for remote sensing image classification: a review. Sensors 2012, 12:4764-4792. 10.3390/s120404764.
-
(2012)
Sensors
, vol.12
, pp. 4764-4792
-
-
Du, P.1
Xia, J.2
Zhang, W.3
Tan, K.4
Liu, Y.5
Liu, S.6
-
33
-
-
84455200427
-
A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery
-
Duro D.C., Franklin S.E., Dubé M.G. A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery. Remote Sens. Environ. 2012, 118:259-272. 10.1016/j.rse.2011.11.020.
-
(2012)
Remote Sens. Environ.
, vol.118
, pp. 259-272
-
-
Duro, D.C.1
Franklin, S.E.2
Dubé, M.G.3
-
34
-
-
0344961367
-
Improvements in land use mapping for irrigated agriculture from satellite sensor data using a multi-stage maximum likelihood classification
-
El-Magd A.I., Tanton T.W. Improvements in land use mapping for irrigated agriculture from satellite sensor data using a multi-stage maximum likelihood classification. Int. J. Remote Sens. 2003, 24:4197-4206.
-
(2003)
Int. J. Remote Sens.
, vol.24
, pp. 4197-4206
-
-
El-Magd, A.I.1
Tanton, T.W.2
-
36
-
-
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. Photogramm. Eng. Remote Sens. 2004, 70:627-633.
-
(2004)
Photogramm. Eng. Remote Sens.
, vol.70
, pp. 627-633
-
-
Foody, G.M.1
-
37
-
-
67349093551
-
Classification accuracy comparison: hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority
-
Foody G.M. Classification accuracy comparison: hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority. Remote Sens. Environ. 2009, 113:1658-1663. 10.1016/j.rse.2009.03.014.
-
(2009)
Remote Sens. Environ.
, vol.113
, pp. 1658-1663
-
-
Foody, G.M.1
-
39
-
-
4544272407
-
Toward intelligent training of supervised image classifications: directing training data acquisition for SVM classification
-
Foody G.M., Mathur A. Toward intelligent training of supervised image classifications: directing training data acquisition for SVM classification. Remote Sens. Environ. 2004, 93:107-117. 10.1016/j.rse.2004.06.017.
-
(2004)
Remote Sens. Environ.
, vol.93
, pp. 107-117
-
-
Foody, G.M.1
Mathur, A.2
-
40
-
-
84897069726
-
The PROBA-V mission: the space segment
-
Francois M., Santandrea S., Mellab K., Vrancken D., Versluys J. The PROBA-V mission: the space segment. Int. J. Remote Sens. 2014, 35:2548-2564. 10.1080/01431161.2014.883098.
-
(2014)
Int. J. Remote Sens.
, vol.35
, pp. 2548-2564
-
-
Francois, M.1
Santandrea, S.2
Mellab, K.3
Vrancken, D.4
Versluys, J.5
-
41
-
-
0002978642
-
Experiments with a new boosting algorithm
-
June 3rd-6th. Bare, Italy.
-
Freund, Y., Schapire, R.E., 1996. Experiments with a new boosting algorithm. In: Machine Learning: Proceedings of the Thirteenth International Conference, June 3rd-6th. Bare, Italy. pp. 148-156.
-
(1996)
In: Machine Learning: Proceedings of the Thirteenth International Conference
, pp. 148-156
-
-
Freund, Y.1
Schapire, R.E.2
-
42
-
-
77957008534
-
Uncertainty analysis for the classification of multispectral satellite images using SVMs and SOMs
-
Giacco F., Thiel C., Pugliese L., Scarpetta S., Marinaro M. Uncertainty analysis for the classification of multispectral satellite images using SVMs and SOMs. IEEE Trans. Geosci. Remote Sens. 2010, 48:3769-3779.
-
(2010)
IEEE Trans. Geosci. Remote Sens.
, vol.48
, pp. 3769-3779
-
-
Giacco, F.1
Thiel, C.2
Pugliese, L.3
Scarpetta, S.4
Marinaro, M.5
-
45
-
-
0032139235
-
The random subspace method for constructing decision forests
-
Ho T.K. The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Mach. Intell. 1998, 20:823-844.
-
(1998)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.20
, pp. 823-844
-
-
Ho, T.K.1
-
46
-
-
0035696907
-
Effect of spatial resolution on classification errors of pure and mixed pixels in remote sensing
-
Hsieh P., Lee L.C., Chen N. Effect of spatial resolution on classification errors of pure and mixed pixels in remote sensing. IEEE Trans. Geosci. Remote Sens. 2001, 39:2657-2663.
-
(2001)
IEEE Trans. Geosci. Remote Sens.
, vol.39
, pp. 2657-2663
-
-
Hsieh, P.1
Lee, L.C.2
Chen, N.3
-
47
-
-
67849114029
-
Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks
-
Hu X., Weng Q. Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks. Remote Sens. Environ. 2009, 113:2089-2102. 10.1016/j.rse.2009.05.014.
-
(2009)
Remote Sens. Environ.
, vol.113
, pp. 2089-2102
-
-
Hu, X.1
Weng, Q.2
-
48
-
-
0032657773
-
Decision fusion approach for multitemporal classification
-
Jeon B., Landgrebe D.A. Decision fusion approach for multitemporal classification. IEEE Trans. Geosci. Remote Sens. 1999, 37:1227-1233.
-
(1999)
IEEE Trans. Geosci. Remote Sens.
, vol.37
, pp. 1227-1233
-
-
Jeon, B.1
Landgrebe, D.A.2
-
49
-
-
84907452930
-
-
University of Maryland, College Park, MD, USA,
-
Justice C., Becker-Reshef I. Report from the Workshop on Developing a Strategy for Global Agricultural Monitoring in the Framework of Group on Earth Observations (GEO), 16-18 July 2007, FAO, Rome 2007, University of Maryland, College Park, MD, USA, p. 67.
-
(2007)
Report from the Workshop on Developing a Strategy for Global Agricultural Monitoring in the Framework of Group on Earth Observations (GEO), 16-18 July 2007, FAO, Rome
, pp. 67
-
-
Justice, C.1
Becker-Reshef, I.2
-
51
-
-
0003946071
-
An Investigation of the Design and use of Feed-Forward Artificial Neural Networks in the Classification of Remotely Sensed Images
-
(PhD Thesis). The University of Nottingham.
-
Kavzoglu, T., 2001. An Investigation of the Design and use of Feed-Forward Artificial Neural Networks in the Classification of Remotely Sensed Images (PhD Thesis). The University of Nottingham.
-
(2001)
-
-
Kavzoglu, T.1
-
52
-
-
0346245214
-
The use of backpropagating artificial neural networks in land cover classification
-
Kavzoglu T., Mather P.M. The use of backpropagating artificial neural networks in land cover classification. Int. J. Remote Sens. 2003, 24:4907-4938.
-
(2003)
Int. J. Remote Sens.
, vol.24
, pp. 4907-4938
-
-
Kavzoglu, T.1
Mather, P.M.2
-
53
-
-
68649112896
-
Forest type mapping using object-specific texture measures from multispectral ikonos imagery: segmentation quality and image classification issues
-
Kim M., Madden M., Warner T.A. Forest type mapping using object-specific texture measures from multispectral ikonos imagery: segmentation quality and image classification issues. Photogramm. Eng. Remote Sens. 2009, 75:819-829.
-
(2009)
Photogramm. Eng. Remote Sens.
, vol.75
, pp. 819-829
-
-
Kim, M.1
Madden, M.2
Warner, T.A.3
-
54
-
-
0032021555
-
On combining classifiers
-
Kittler J., Hatef M., Duin R.P.W., Matas J. On combining classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 1998, 20:226-239.
-
(1998)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.20
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.P.W.3
Matas, J.4
-
55
-
-
70350646904
-
Decision fusion for the classification of hyperspectral data: outcome of the 2008 GRS-S data fusion contest
-
Licciardi G., Pacifici F., Tuia D., Prasad S., West T., Giacco F., Thiel C., Inglada J., Christophe E., Chanussot J., Gamba P. Decision fusion for the classification of hyperspectral data: outcome of the 2008 GRS-S data fusion contest. IEEE Trans. Geosci. Remote Sens. 2009, 47:3857-3865. 10.1109/TGRS.2009.2029340.
-
(2009)
IEEE Trans. Geosci. Remote Sens.
, vol.47
, pp. 3857-3865
-
-
Licciardi, G.1
Pacifici, F.2
Tuia, D.3
Prasad, S.4
West, T.5
Giacco, F.6
Thiel, C.7
Inglada, J.8
Christophe, E.9
Chanussot, J.10
Gamba, P.11
-
56
-
-
4143125530
-
Uncertainty and confidence in land cover classification using a hybrid classifier approach
-
Liu W., Gopal S., Woodcock C.E. Uncertainty and confidence in land cover classification using a hybrid classifier approach. Photogramm. Eng. Remote Sens. 2004, 70:963-972.
-
(2004)
Photogramm. Eng. Remote Sens.
, vol.70
, pp. 963-972
-
-
Liu, W.1
Gopal, S.2
Woodcock, C.E.3
-
57
-
-
0037307653
-
Remote sensing of regional crop production in the Yaqui Valley, Mexico: estimates and uncertainties
-
Lobell D.B., Asner G.P., Ortiz-Monasterio J.I., Benning T.L. Remote sensing of regional crop production in the Yaqui Valley, Mexico: estimates and uncertainties. Agric. Ecosyst. Environ. 2003, 94:205-220. 10.1016/S0167-8809(02)00021-X.
-
(2003)
Agric. Ecosyst. Environ.
, vol.94
, pp. 205-220
-
-
Lobell, D.B.1
Asner, G.P.2
Ortiz-Monasterio, J.I.3
Benning, T.L.4
-
58
-
-
84867069504
-
Impact of reducing polarimetric SAR input on the uncertainty of crop classifications based on the random forests algorithm
-
Loosvelt L., Peters J., Skriver H. Impact of reducing polarimetric SAR input on the uncertainty of crop classifications based on the random forests algorithm. IEEE Trans. Geosci. Remote Sens. 2012, 50:4185-4200.
-
(2012)
IEEE Trans. Geosci. Remote Sens.
, vol.50
, pp. 4185-4200
-
-
Loosvelt, L.1
Peters, J.2
Skriver, H.3
-
59
-
-
84907466218
-
Defining the spatial resolution requirements for crop identification using optical remote sensing
-
Löw F., Duveiller G. Defining the spatial resolution requirements for crop identification using optical remote sensing. Remote Sens. 2014, 6:9034-9063. 10.3390/rs6099034.
-
(2014)
Remote Sens.
, vol.6
, pp. 9034-9063
-
-
Löw, F.1
Duveiller, G.2
-
60
-
-
84927598104
-
Analysis of uncertainty in multi-temporal object-based classification
-
Löw F., Knöfel P., Conrad C. Analysis of uncertainty in multi-temporal object-based classification. ISPRS J. Photogramm. Remote Sens. 2015, 105:91-106. 10.1016/j.isprsjprs.2015.03.004.
-
(2015)
ISPRS J. Photogramm. Remote Sens.
, vol.105
, pp. 91-106
-
-
Löw, F.1
Knöfel, P.2
Conrad, C.3
-
61
-
-
84884514639
-
Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using support vector machines
-
Löw F., Michel U., Dech S., Conrad C. Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using support vector machines. ISPRS J. Photogramm. Remote Sens. 2013, 85:102-119. 10.1016/j.isprsjprs.2013.08.007.
-
(2013)
ISPRS J. Photogramm. Remote Sens.
, vol.85
, pp. 102-119
-
-
Löw, F.1
Michel, U.2
Dech, S.3
Conrad, C.4
-
62
-
-
84875681835
-
Per-field crop classification in irrigated agricultural regions in middle Asia using random forest and support vector machine ensemble
-
Edinburgh. doi:.
-
Löw, F., Schorcht, G., Michel, U., Dech, S., Conrad, C., 2012. Per-field crop classification in irrigated agricultural regions in middle Asia using random forest and support vector machine ensemble. In: Proceedings of SPIE 8538, Earth Resources and Environmental Remote Sensing/GIS Applications III. Edinburgh. doi:. doi:10.1117/12.974588.
-
(2012)
Proceedings of SPIE 8538, Earth Resources and Environmental Remote Sensing/GIS Applications III
-
-
Löw, F.1
Schorcht, G.2
Michel, U.3
Dech, S.4
Conrad, C.5
-
63
-
-
40349110669
-
Crop classification by support vector machine with intelligently selected training data for an operational application
-
Mathur A., Foody G.M. Crop classification by support vector machine with intelligently selected training data for an operational application. Int. J. Remote Sens. 2008, 29:2227-2240. 10.1080/01431160701395203.
-
(2008)
Int. J. Remote Sens.
, vol.29
, pp. 2227-2240
-
-
Mathur, A.1
Foody, G.M.2
-
64
-
-
0035837316
-
Crop discrimination with multitemporal SPOT/HRV data in the Saga Plains, Japan
-
Murakami T., Ogawa S., Ishitsuka N., Kumagai K., Saito G. Crop discrimination with multitemporal SPOT/HRV data in the Saga Plains, Japan. Int. J. Remote Sens. 2001, 22:1335-1348. 10.1080/01431160151144378.
-
(2001)
Int. J. Remote Sens.
, vol.22
, pp. 1335-1348
-
-
Murakami, T.1
Ogawa, S.2
Ishitsuka, N.3
Kumagai, K.4
Saito, G.5
-
65
-
-
33745891242
-
Resolution dependent errors in remote sensing of cultivated areas
-
Ozdogan M., Woodcock C.E. Resolution dependent errors in remote sensing of cultivated areas. Remote Sens. Environ. 2006, 103:203-217. 10.1016/j.rse.2006.04.004.
-
(2006)
Remote Sens. Environ.
, vol.103
, pp. 203-217
-
-
Ozdogan, M.1
Woodcock, C.E.2
-
66
-
-
13344278660
-
Random forest classifier for remote sensing classification
-
Pal M. Random forest classifier for remote sensing classification. Int. J. Remote Sens. 2005, 26:217-222.
-
(2005)
Int. J. Remote Sens.
, vol.26
, pp. 217-222
-
-
Pal, M.1
-
67
-
-
77951295936
-
Feature selection for classification of hyperspectral data by SVM
-
Pal M., Foody G.M. Feature selection for classification of hyperspectral data by SVM. IEEE Trans. Geosci. Remote Sens. 2010, 48:2297-2307. 10.1109/TGRS.2009.2039484.
-
(2010)
IEEE Trans. Geosci. Remote Sens.
, vol.48
, pp. 2297-2307
-
-
Pal, M.1
Foody, G.M.2
-
68
-
-
13644256120
-
Support vector machines for classification in remote sensing
-
Pal M., Mather P.M. Support vector machines for classification in remote sensing. Int. J. Remote Sens. 2005, 26:1007-1011.
-
(2005)
Int. J. Remote Sens.
, vol.26
, pp. 1007-1011
-
-
Pal, M.1
Mather, P.M.2
-
69
-
-
33748611921
-
Ensemble based systems in decision making
-
Policar R. Ensemble based systems in decision making. IEEE Circuits Syst. Mag. 2006, 6:21-45.
-
(2006)
IEEE Circuits Syst. Mag.
, vol.6
, pp. 21-45
-
-
Policar, R.1
-
70
-
-
78650649545
-
A Language and Environment for Statistical Computing
-
R Development Core Team, 2014. A Language and Environment for Statistical Computing.
-
(2014)
-
-
-
71
-
-
84857753353
-
Random forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture
-
Rodriguez-Galiano V.F., Chica-Olmo M., Abarca-Hernandez F., Atkinson P.M., Jeganathan C. Random forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture. Remote Sens. Environ. 2012, 121:93-107. 10.1016/j.rse.2011.12.003.
-
(2012)
Remote Sens. Environ.
, vol.121
, pp. 93-107
-
-
Rodriguez-Galiano, V.F.1
Chica-Olmo, M.2
Abarca-Hernandez, F.3
Atkinson, P.M.4
Jeganathan, C.5
-
72
-
-
84855970934
-
An assessment of the effectiveness of a random forest classifier for land-cover classification
-
Rodriguez-Galiano V.F., Ghimire B., Rogan J., Chica-Olmo M., Rigol-Sanchez J.P. An assessment of the effectiveness of a random forest classifier for land-cover classification. ISPRS J. Photogramm. Remote Sens. 2012, 67:93-104.
-
(2012)
ISPRS J. Photogramm. Remote Sens.
, vol.67
, pp. 93-104
-
-
Rodriguez-Galiano, V.F.1
Ghimire, B.2
Rogan, J.3
Chica-Olmo, M.4
Rigol-Sanchez, J.P.5
-
73
-
-
0033670474
-
Irrigation expansion and dynamics of desertification in the Circum-Aral region of Central Asia
-
Saiko T.A., Zonn I.S. Irrigation expansion and dynamics of desertification in the Circum-Aral region of Central Asia. Appl. Geogr. 2000, 20:349-367.
-
(2000)
Appl. Geogr.
, vol.20
, pp. 349-367
-
-
Saiko, T.A.1
Zonn, I.S.2
-
74
-
-
84880313842
-
Crop classification at subfield level using RapidEye time series and graph theory algorithms
-
85311G. SPIE, Edinburgh. doi:.
-
Schorcht, G., Löw, F., Fritsch, S., Conrad, C., 2012. Crop classification at subfield level using RapidEye time series and graph theory algorithms. In: Proceedings of SPIE 8531, Remote Sensing for Agriculture, Ecosystems, and Hydrology XIV, 85311G. SPIE, Edinburgh. doi:. doi:10.1117/12.974670.
-
(2012)
Proceedings of SPIE 8531, Remote Sensing for Agriculture, Ecosystems, and Hydrology XIV
-
-
Schorcht, G.1
Löw, F.2
Fritsch, S.3
Conrad, C.4
-
75
-
-
84860601047
-
Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points
-
Shao Y., Lunetta R.S. Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points. ISPRS J. Photogramm. Remote Sens. 2012, 70:78-87. 10.1016/j.isprsjprs.2012.04.001.
-
(2012)
ISPRS J. Photogramm. Remote Sens.
, vol.70
, pp. 78-87
-
-
Shao, Y.1
Lunetta, R.S.2
-
76
-
-
84897058240
-
The PROBA-V mission: image processing and calibration
-
Sterckx S., Benhadj I., Duhoux G., Livens S., Dierckx W., Goor E., Adriaensen S., Heyns W., Van Hoof K., Strackx G., Nackaerts K., Reusen I., Van Achteren T., Dries J., Van Roey T., Mellab K., Duca R., Zender J. The PROBA-V mission: image processing and calibration. Int. J. Remote Sens. 2014, 35:2565-2588. 10.1080/01431161.2014.883094.
-
(2014)
Int. J. Remote Sens.
, vol.35
, pp. 2565-2588
-
-
Sterckx, S.1
Benhadj, I.2
Duhoux, G.3
Livens, S.4
Dierckx, W.5
Goor, E.6
Adriaensen, S.7
Heyns, W.8
Van Hoof, K.9
Strackx, G.10
Nackaerts, K.11
Reusen, I.12
Van Achteren, T.13
Dries, J.14
Van Roey, T.15
Mellab, K.16
Duca, R.17
Zender, J.18
-
77
-
-
84903538782
-
A comparative assessment between object and pixel-based classification approaches for land use/land cover mapping using SPOT 5 imagery
-
Tehrany M.S., Pradhan B., Jebuv M.N. A comparative assessment between object and pixel-based classification approaches for land use/land cover mapping using SPOT 5 imagery. Geocarto Int. 2013, 29:351-369. 10.1080/10106049.2013.768300.
-
(2013)
Geocarto Int.
, vol.29
, pp. 351-369
-
-
Tehrany, M.S.1
Pradhan, B.2
Jebuv, M.N.3
-
79
-
-
82155170603
-
Field-based crop classification using SPOT4, SPOT5, IKONOS and QuickBird imagery for agricultural areas: a comparison study
-
Turker M., Ozdarici A. Field-based crop classification using SPOT4, SPOT5, IKONOS and QuickBird imagery for agricultural areas: a comparison study. Int. J. Remote Sens. 2011, 32:37-41.
-
(2011)
Int. J. Remote Sens.
, vol.32
, pp. 37-41
-
-
Turker, M.1
Ozdarici, A.2
-
80
-
-
9944239258
-
The RapidEye mission design
-
Tyc G., Tulip J., Schulten D., Krischke M., Oxford M. The RapidEye mission design. Acta Astronaut. 2005, 56:213-219.
-
(2005)
Acta Astronaut.
, vol.56
, pp. 213-219
-
-
Tyc, G.1
Tulip, J.2
Schulten, D.3
Krischke, M.4
Oxford, M.5
-
81
-
-
0004217877
-
-
Butterworth & Co. Publishers Ltd., Butterworth
-
Van Rijsbergen C.J. Information Retrieval 1979, Butterworth & Co. Publishers Ltd., Butterworth. second ed.
-
(1979)
Information Retrieval
-
-
Van Rijsbergen, C.J.1
-
83
-
-
39749173163
-
Large-area crop mapping using time-series MODIS 250m NDVI data: an assessment for the U.S. Central Great Plains
-
Wardlow B.D., Egbert S.L. Large-area crop mapping using time-series MODIS 250m NDVI data: an assessment for the U.S. Central Great Plains. Remote Sens. Environ. 2008, 112:1096-1116. 10.1016/j.rse.2007.07.019.
-
(2008)
Remote Sens. Environ.
, vol.112
, pp. 1096-1116
-
-
Wardlow, B.D.1
Egbert, S.L.2
-
84
-
-
34247523027
-
Analysis of time-series MODIS 250m vegetation index data for crop classification in the U.S. Central Great Plains
-
Wardlow B.D., Egbert S.L., Kastens J.H. Analysis of time-series MODIS 250m vegetation index data for crop classification in the U.S. Central Great Plains. Remote Sens. Environ. 2007, 108:290-310. 10.1016/j.rse.2006.11.021.
-
(2007)
Remote Sens. Environ.
, vol.108
, pp. 290-310
-
-
Wardlow, B.D.1
Egbert, S.L.2
Kastens, J.H.3
-
85
-
-
36349007145
-
Fusion of support vector machines for classification of multisensor data
-
Waske B., Benediktsson J.A. Fusion of support vector machines for classification of multisensor data. IEEE Trans. Geosci. Remote Sens. 2007, 45:3858-3866.
-
(2007)
IEEE Trans. Geosci. Remote Sens.
, vol.45
, pp. 3858-3866
-
-
Waske, B.1
Benediktsson, J.A.2
-
86
-
-
77953005976
-
Mapping of hyperspectral AVIRIS data using machine-learning algorithms
-
Waske B., Benediktsson J.A., Árnason K., Sveinsson J.R. Mapping of hyperspectral AVIRIS data using machine-learning algorithms. Can. J. Remote Sens. 2010, 35:106-116.
-
(2010)
Can. J. Remote Sens.
, vol.35
, pp. 106-116
-
-
Waske, B.1
Benediktsson, J.A.2
Árnason, K.3
Sveinsson, J.R.4
-
87
-
-
69849104695
-
Classifier ensembles for land cover mapping using multitemporal SAR imagery
-
Waske B., Braun M. Classifier ensembles for land cover mapping using multitemporal SAR imagery. ISPRS J. Photogramm. Remote Sens. 2009, 64:450-457. 10.1016/j.isprsjprs.2009.01.003.
-
(2009)
ISPRS J. Photogramm. Remote Sens.
, vol.64
, pp. 450-457
-
-
Waske, B.1
Braun, M.2
-
88
-
-
45849101525
-
Classifying multilevel imagery from SAR and optical sensors by decision fusion
-
Waske B., van der Linden S. Classifying multilevel imagery from SAR and optical sensors by decision fusion. IEEE Trans. Geosci. Remote Sens. 2008, 46:1457-1466.
-
(2008)
IEEE Trans. Geosci. Remote Sens.
, vol.46
, pp. 1457-1466
-
-
Waske, B.1
van der Linden, S.2
-
89
-
-
77953871614
-
Sensitivity of support vector machines to random feature selection in classification of hyperspectral data
-
Waske B., van der Linden S., Benediktsson J.A., Rabe A., Hostert P. Sensitivity of support vector machines to random feature selection in classification of hyperspectral data. IEEE Trans. Geosci. Remote Sens. 2010, 48:2880-2889.
-
(2010)
IEEE Trans. Geosci. Remote Sens.
, vol.48
, pp. 2880-2889
-
-
Waske, B.1
van der Linden, S.2
Benediktsson, J.A.3
Rabe, A.4
Hostert, P.5
-
90
-
-
0026692226
-
Stacked generalization
-
Wolpert D.H. Stacked generalization. Neural Networks 1992, 5:241-259. 10.1016/S0893-6080(05)80023-1.
-
(1992)
Neural Networks
, vol.5
, pp. 241-259
-
-
Wolpert, D.H.1
-
91
-
-
0030784292
-
A general approach to the fusion of imprecise information
-
Yager R.R. A general approach to the fusion of imprecise information. Int. J. Intell. Syst. 1997, 12:1-29.
-
(1997)
Int. J. Intell. Syst.
, vol.12
, pp. 1-29
-
-
Yager, R.R.1
|