-
2
-
-
34247378658
-
Lidar Data Classification with Remote Sensing Tools
-
September 8-9, Stuttgart
-
Arefi, H., Hahn, M. and Lindenberger, J. 2003. Lidar Data Classification with Remote Sensing Tools. Proceedings of the ISPRS Commission IV Joint Workshop: Challenges in Geospatial Analysis, Integration and Visualization II, September 8-9: 131-136. Stuttgart
-
(2003)
Proceedings of the ISPRS Commission IV Joint Workshop: Challenges in Geospatial Analysis, Integration and Visualization II
, pp. 131-136
-
-
Arefi, H.1
Hahn, M.2
Lindenberger, J.3
-
3
-
-
0036743925
-
Green Infrastructure: Smart Conservation for the 21st Century
-
Benedict, M. A. and Mcmahon, E. T. 2002. Green Infrastructure: Smart Conservation for the 21st Century. Renewable Resources Journal, 20: 12-17.
-
(2002)
Renewable Resources Journal
, vol.20
, pp. 12-17
-
-
Benedict, M.A.1
Mcmahon, E.T.2
-
4
-
-
1642487678
-
Multiresolution Object-Oriented Fuzzy Analysis of Remote Sensing Data for GIS-Ready Information
-
Benz, U. C., Hofmann, P., Willhauck, G., Lingenfelder, I. and Heynen, M. 2004. Multiresolution Object-Oriented Fuzzy Analysis of Remote Sensing Data for GIS-Ready Information. ISPRS Journal of Photogrammetry and Remote Sensing, 58: 239-258.
-
(2004)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.58
, pp. 239-258
-
-
Benz, U.C.1
Hofmann, P.2
Willhauck, G.3
Lingenfelder, I.4
Heynen, M.5
-
6
-
-
33845683509
-
Classifying Individual Tree Species Under Leaf-Off and Leaf-on Conditions Using Airborne Lidar
-
Brandtberg, T. 2007. Classifying Individual Tree Species Under Leaf-Off and Leaf-on Conditions Using Airborne Lidar. ISPRS Journal of Photogrammetry and Remote Sensing, 61: 325-340.
-
(2007)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.61
, pp. 325-340
-
-
Brandtberg, T.1
-
7
-
-
0030211964
-
Bagging Predictors
-
Breiman, L. 1996. Bagging Predictors. Machine Learning, 24: 123-140.
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
8
-
-
0035478854
-
Random Forests
-
Breiman, L. 2001. Random Forests. Machine Learning, 45: 5-32.
-
(2001)
Machine Learning
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
9
-
-
84874659670
-
Building Extraction
-
In: Vosselman G., Maas H.-G., editors Dunbeath, Dunbeath,: Whittles
-
Brenner, C. 2010. "Building Extraction". In Airborne and Terrestrial Laser Scanning, Edited by: Vosselman, G. and Maas, H.-G. 169-211. Dunbeath: Whittles.
-
(2010)
Airborne and Terrestrial Laser Scanning
, pp. 169-211
-
-
Brenner, C.1
-
11
-
-
78650741470
-
Airborne Lidar Feature Selection for Urban Classification Using Random Forests
-
Chehata, N., Guo, L. and Mallet, C. 2009. Airborne Lidar Feature Selection for Urban Classification Using Random Forests. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science, 38(3W8): 207-212.
-
(2009)
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science
, vol.38
, Issue.3 W
, pp. 207-212
-
-
Chehata, N.1
Guo, L.2
Mallet, C.3
-
12
-
-
61549110198
-
Hierarchical Object Oriented Classification Using Very High Resolution Imagery and LiDAR Data Over Urban Areas
-
Chen, Y., Su, W., Li, J. and Sun, Z. 2009. Hierarchical Object Oriented Classification Using Very High Resolution Imagery and LiDAR Data Over Urban Areas. Advances in Space Research, 43: 1101-1110.
-
(2009)
Advances in Space Research
, vol.43
, pp. 1101-1110
-
-
Chen, Y.1
Su, W.2
Li, J.3
Sun, Z.4
-
14
-
-
0003914342
-
-
Boca Raton, FL, Boca Raton, FL,: CRC Press
-
Congalton, R. G. and Green, K. 2009. Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Boca Raton, FL: CRC Press.
-
(2009)
Assessing the Accuracy of Remotely Sensed Data: Principles and Practices
-
-
Congalton, R.G.1
Green, K.2
-
15
-
-
0020968740
-
Assessing Landsat Classification Accuracy Using Discrete Multivariate Statistical Techniques
-
Congalton, R. G., Oderwald, R. G. and Mead, R. A. 1983. Assessing Landsat Classification Accuracy Using Discrete Multivariate Statistical Techniques. Photogrammetric Engineering & Remote Sensing, 49: 1671-1678.
-
(1983)
Photogrammetric Engineering & Remote Sensing
, vol.49
, pp. 1671-1678
-
-
Congalton, R.G.1
Oderwald, R.G.2
Mead, R.A.3
-
16
-
-
30644464444
-
Gene Selection and Classification of Microarray Data Using Random Forest
-
Diaz-Uriarte, R. and Alvarez de Andres, S. 2006. Gene Selection and Classification of Microarray Data Using Random Forest. BMC Bioinformatics, 7 doi:10.1186/1471-2105-7-3
-
(2006)
BMC Bioinformatics
, vol.7
-
-
Diaz-Uriarte, R.1
Alvarez de Andres, S.2
-
17
-
-
41249094866
-
Deforestation in Central Africa: Estimates at Regional, National and Landscape Levels by Advanced Processing of Systematically-Distributed Landsat Extracts
-
Duveiller, G., Defourny, P., Desclée, B. and Mayaux, P. 2008. Deforestation in Central Africa: Estimates at Regional, National and Landscape Levels by Advanced Processing of Systematically-Distributed Landsat Extracts. Remote Sensing of Environment, 112: 1969-1981.
-
(2008)
Remote Sensing of Environment
, vol.112
, pp. 1969-1981
-
-
Duveiller, G.1
Defourny, P.2
Desclée, B.3
Mayaux, P.4
-
18
-
-
53849142529
-
Object-Oriented Change Detection for the City of Harare Zimbabwe
-
Gamanya, R., De Maeyer, P. and De Dapper, M. 2009. Object-Oriented Change Detection for the City of Harare Zimbabwe. Expert Systems with Applications, 36: 571-588.
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 571-588
-
-
Gamanya, R.1
De Maeyer, P.2
De Dapper, M.3
-
19
-
-
79960353838
-
Delineation of Impervious Surface from Multispectral Imagery and LiDAR Incorporating Knowledge Based Expert System Rules
-
Germaine, K. A. and Huang, M. 2011. Delineation of Impervious Surface from Multispectral Imagery and LiDAR Incorporating Knowledge Based Expert System Rules. Photgrammetric Engineering & Remote Sensing, 77: 77-87.
-
(2011)
Photgrammetric Engineering & Remote Sensing
, vol.77
, pp. 77-87
-
-
Germaine, K.A.1
Huang, M.2
-
20
-
-
30344471525
-
Random Forests for Land Cover Classification
-
Gislason, P. O., Benediktsson, J. A. and Sveinsson, J. R. 2006. Random Forests for Land Cover Classification. Pattern Recognition Letters, 27: 294-300.
-
(2006)
Pattern Recognition Letters
, vol.27
, pp. 294-300
-
-
Gislason, P.O.1
Benediktsson, J.A.2
Sveinsson, J.R.3
-
21
-
-
84868113313
-
Partially Supervised Hierarchical Classification for Urban Features from Lidar Data with Aerial Imagery
-
Guan, H., Ji, Z., Zhong, L., Li, J. and Ren, Q. 2013. Partially Supervised Hierarchical Classification for Urban Features from Lidar Data with Aerial Imagery. International Journal of Remote Sensing, 34(1): 190-210.
-
(2013)
International Journal of Remote Sensing
, vol.34
, Issue.1
, pp. 190-210
-
-
Guan, H.1
Ji, Z.2
Zhong, L.3
Li, J.4
Ren, Q.5
-
22
-
-
84859018402
-
Urban Thematic Mapping by Integrating Lidar Point Cloud with Colour Imagery
-
Guan, H., Li, J. and Chapman, M. A. 2011. Urban Thematic Mapping by Integrating Lidar Point Cloud with Colour Imagery. GEOMATICA, 65: 375-385.
-
(2011)
GEOMATICA
, vol.65
, pp. 375-385
-
-
Guan, H.1
Li, J.2
Chapman, M.A.3
-
23
-
-
84868126494
-
Support Vector Machine for Urban Land-use Classification Using Lidar Point Clouds and Aerial Imagery
-
May 26-28, May 26-28, Nanjing, Nanjing
-
Guan, H., Li, J., Chapman, M. A., Zhong, L. and Ren, Q. May 26-28 2011. "Support Vector Machine for Urban Land-use Classification Using Lidar Point Clouds and Aerial Imagery". In Lidar and Radar Mapping May 26-28, 8Nanjing
-
(2011)
Lidar and Radar Mapping
, pp. 8
-
-
Guan, H.1
Li, J.2
Chapman, M.A.3
Zhong, L.4
Ren, Q.5
-
24
-
-
78650731656
-
Relevance of Airborne Lidar and Multispectral Image Data for Urban Scene Classification Using Random Forests
-
Guo, L., Chehata, N., Mallet, C. and Boukir, S. 2011. Relevance of Airborne Lidar and Multispectral Image Data for Urban Scene Classification Using Random Forests. ISPRS Journal of Photogrammetry and Remote Sensing, 66: 56-66.
-
(2011)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.66
, pp. 56-66
-
-
Guo, L.1
Chehata, N.2
Mallet, C.3
Boukir, S.4
-
25
-
-
1642438397
-
Classification of Urban Environments Using LiDAR and Color Aerial Imagery
-
June 3-4, June 3-4, Valladolid, Valladolid, (7-4-3 W6)
-
Haala, N. and Walter, V. June 3-4 1999. "Classification of Urban Environments Using LiDAR and Color Aerial Imagery". In International Archives of Photogrammetry and Remote Sensing Vol. 32, June 3-4, 76-82. Valladolid (7-4-3 W6)
-
(1999)
International Archives of Photogrammetry and Remote Sensing
, vol.32
, pp. 76-82
-
-
Haala, N.1
Walter, V.2
-
26
-
-
0015680481
-
Textural Features for Image Classification
-
Haralick, R. M., Shanmugam, K. and Dinstein, I. 1973. Textural Features for Image Classification. IEEE Transactions on Systems, Man and Cybernetics, 3: 610-621.
-
(1973)
IEEE Transactions on Systems, Man and Cybernetics
, vol.3
, pp. 610-621
-
-
Haralick, R.M.1
Shanmugam, K.2
Dinstein, I.3
-
27
-
-
84876326505
-
Random Forests: An Algorithm for Image Classification and Generation of Continuous Fields Data Sets
-
Hanoi, December 9-11
-
Horning, N. 2010. "Random Forests: An Algorithm for Image Classification and Generation of Continuous Fields Data Sets." In Proceeding of International Conference on Geoinformatics for Spatial Infrastructure Development in Earth and Allied Sciences, Hanoi, December 9-11 http://wgrass.media.osaka-cu.ac.jp/gisideas10/viewpaper.php?id=342 (http://wgrass.media.osaka-cu.ac.jp/gisideas10/viewpaper.php?id=342) (Accessed: 15 September).
-
(2010)
Proceeding of International Conference on Geoinformatics for Spatial Infrastructure Development in Earth and Allied Sciences
-
-
Horning, N.1
-
28
-
-
57649119957
-
A Knowledge-Based Approach to Urban Feature Classification Using Aerial Imagery with Lidar Data
-
Huang, M., Shyue, S., Lee, L. and Kao, C. 2008. A Knowledge-Based Approach to Urban Feature Classification Using Aerial Imagery with Lidar Data. Photogrammetric Engineering & Remote Sensing, 74: 1473-1485.
-
(2008)
Photogrammetric Engineering & Remote Sensing
, vol.74
, pp. 1473-1485
-
-
Huang, M.1
Shyue, S.2
Lee, L.3
Kao, C.4
-
29
-
-
0003409580
-
-
3rd, Upper Saddle River, NJ, Upper Saddle River, NJ,: Prentice Hall
-
Jensen, J. R. 2005. Introductory Digital Image Processing, 3rd, Upper Saddle River, NJ: Prentice Hall.
-
(2005)
Introductory Digital Image Processing
-
-
Jensen, J.R.1
-
30
-
-
84876322851
-
Random Forest Classification of Remote Sensing Data
-
In: Chen C. H., editors Boca Raton, FL, Boca Raton, FL,: CRC Press
-
Joelsson, S. R., Benediktsson, J. A. and Sveinsson, R. 2008. "Random Forest Classification of Remote Sensing Data.". In Image Processing for Remote Sensing, edited by, Edited by: Chen, C. H. 61-78. Boca Raton, FL: CRC Press.
-
(2008)
Image Processing for Remote Sensing, edited by
, pp. 61-78
-
-
Joelsson, S.R.1
Benediktsson, J.A.2
Sveinsson, R.3
-
33
-
-
77949657728
-
Synergistic Use of QuickBird Multispectral Imagery and LIDAR Data for Object-Based Forest Species Classification
-
Ke, Y., Quackenbush, L. J. and Im, J. 2010. Synergistic Use of QuickBird Multispectral Imagery and LIDAR Data for Object-Based Forest Species Classification. Remote Sensing of Environment, 114: 1141-1154.
-
(2010)
Remote Sensing of Environment
, vol.114
, pp. 1141-1154
-
-
Ke, Y.1
Quackenbush, L.J.2
Im, J.3
-
34
-
-
72949110177
-
Performance Evaluation of Automated Approaches to Building Detection in Multi-Source Aerial Data
-
Khoshelham, K., Nardinocchi, C., Frontoni, E., Mancini, A. and Zingaretti, P. 2010. Performance Evaluation of Automated Approaches to Building Detection in Multi-Source Aerial Data. ISPRS Journal of Photogrammetry and Remote Sensing, 65: 123-133.
-
(2010)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.65
, pp. 123-133
-
-
Khoshelham, K.1
Nardinocchi, C.2
Frontoni, E.3
Mancini, A.4
Zingaretti, P.5
-
35
-
-
84863545446
-
Urban Tree Cover Mapping with Relief-Corrected Aerial Imagery and Lidar
-
Lehrbass, B. and Wang, J. 2012. Urban Tree Cover Mapping with Relief-Corrected Aerial Imagery and Lidar. Photogrammetric Engineering & Remote Sensing, 78: 473-484.
-
(2012)
Photogrammetric Engineering & Remote Sensing
, vol.78
, pp. 473-484
-
-
Lehrbass, B.1
Wang, J.2
-
36
-
-
84876313205
-
3d Building Reconstruction from Lidar Point Clouds Fused with Aerial Imagery
-
In: Yang X., editors Oxford: Wiley-Blackwell
-
Li, J. and Guan, H. 2011. "3d Building Reconstruction from Lidar Point Clouds Fused with Aerial Imagery.". In Urban Remote Sensing: Monitoring, Synthesis and Modeling in the Urban Environment, Edited by: Yang, X. 75-92. Oxford: Wiley-Blackwell.
-
(2011)
Urban Remote Sensing: Monitoring, Synthesis and Modeling in the Urban Environment
, pp. 75-92
-
-
Li, J.1
Guan, H.2
-
37
-
-
0032783294
-
Two Algorithms for Extracting Building Model from Raw Laser Altimetry Data
-
Maas, H. and Vosselman, G. 1999. Two Algorithms for Extracting Building Model from Raw Laser Altimetry Data. ISPRS Journal of Photogrammetry and Remote Sensing, 54: 153-163.
-
(1999)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.54
, pp. 153-163
-
-
Maas, H.1
Vosselman, G.2
-
38
-
-
70350299709
-
Analysis of Full-Waveform Lidar Data for Classification of Urban Areas
-
Mallet, C., Bretar, F. and Soergel, U. 2008. Analysis of Full-Waveform Lidar Data for Classification of Urban Areas. Photogrammetrie Fernerkundung Geoinformation, 5: 337-349.
-
(2008)
Photogrammetrie Fernerkundung Geoinformation
, vol.5
, pp. 337-349
-
-
Mallet, C.1
Bretar, F.2
Soergel, U.3
-
39
-
-
50849140734
-
Non-Parametric Segmentation of ALS Point Clouds Using Mean Shift
-
Melzer, T. 2007. Non-Parametric Segmentation of ALS Point Clouds Using Mean Shift. Journal of Applied Geodesy, 1: 159-170.
-
(2007)
Journal of Applied Geodesy
, vol.1
, pp. 159-170
-
-
Melzer, T.1
-
40
-
-
79953678359
-
General Framework for Class-Specific Feature Selection
-
Pineda-Bautista, B. B., Carrasco-Ochoa, J. A. and Martínez-Trinidad, J. F. 2011. General Framework for Class-Specific Feature Selection. Expert System Application, 38: 10018-10024.
-
(2011)
Expert System Application
, vol.38
, pp. 10018-10024
-
-
Pineda-Bautista, B.B.1
Carrasco-Ochoa, J.A.2
Martínez-Trinidad, J.F.3
-
41
-
-
84857753353
-
Random Forest Classification of Mediterranean Land Cover Using Multi-Seasonal Imagery and Multi-Seasonal Texture
-
Rodríguez-Galiano, V. F., Chica-olmo, M., Abarca-Hernandez, F., Atkinson, P. M. and Jeganathan, C. 2012. Random Forest Classification of Mediterranean Land Cover Using Multi-Seasonal Imagery and Multi-Seasonal Texture. Remote Sensing of Environment, 121: 93-107.
-
(2012)
Remote Sensing of Environment
, vol.121
, pp. 93-107
-
-
Rodríguez-Galiano, V.F.1
Chica-olmo, M.2
Abarca-Hernandez, F.3
Atkinson, P.M.4
Jeganathan, C.5
-
42
-
-
17444390061
-
Using the Dempster-Shafer Method for the Fusion of LIDAR Data and Multi-Spectral Images for Building Detection
-
Rottensteiner, F., Trinder, J., Clode, S. and Kubik, K. 2005. Using the Dempster-Shafer Method for the Fusion of LIDAR Data and Multi-Spectral Images for Building Detection. Information Fusion, 6: 283-300.
-
(2005)
Information Fusion
, vol.6
, pp. 283-300
-
-
Rottensteiner, F.1
Trinder, J.2
Clode, S.3
Kubik, K.4
-
43
-
-
34247376505
-
Tree Detection in Urban Region Using Aerial Lidar and Image Data
-
Secord, J. and Zakhor, A. 2007. Tree Detection in Urban Region Using Aerial Lidar and Image Data. IEEE Geoscience and Remote Sensing Letters, 4: 196-200.
-
(2007)
IEEE Geoscience and Remote Sensing Letters
, vol.4
, pp. 196-200
-
-
Secord, J.1
Zakhor, A.2
-
44
-
-
0346144476
-
Combining LiDAR Elevation Data and Ikonos Multispectral Imagery for Coastal Classification Mapping
-
Shan, J. and Lee, S. 2003. Combining LiDAR Elevation Data and Ikonos Multispectral Imagery for Coastal Classification Mapping. Marine Geodesy, 26: 117-127.
-
(2003)
Marine Geodesy
, vol.26
, pp. 117-127
-
-
Shan, J.1
Lee, S.2
-
45
-
-
79960743609
-
Object-Oriented Mapping of Landsides Using Random Forests
-
Stumpf, A. and Kerle, N. 2011. Object-Oriented Mapping of Landsides Using Random Forests. Remote Sensing of Environment, 115: 2564-2577.
-
(2011)
Remote Sensing of Environment
, vol.115
, pp. 2564-2577
-
-
Stumpf, A.1
Kerle, N.2
-
46
-
-
33745720384
-
On the Quality of Object Classification and Automated Building Modeling Based on Laser Scanning Data
-
Dresden
-
Vögtle, T. and Steinle, E. 2003. On the Quality of Object Classification and Automated Building Modeling Based on Laser Scanning Data. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 34(3W13): 149-155. Dresden
-
(2003)
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
, vol.34
, Issue.3 W
, pp. 149-155
-
-
Vögtle, T.1
Steinle, E.2
-
47
-
-
1642528357
-
Object-Based Classification of Remote Sensing Data for Change Detection
-
Walter, V. 2004. Object-Based Classification of Remote Sensing Data for Change Detection. ISPRS Journal of Photogrammetry and Remote Sensing, 58: 225-238.
-
(2004)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.58
, pp. 225-238
-
-
Walter, V.1
-
48
-
-
77951279783
-
Ensemble Methods for Spectral-Spatial Classification of Urban Hyperspectral Data
-
Wang, X., Waske, B. and Benediktsson, J. A. 2009. Ensemble Methods for Spectral-Spatial Classification of Urban Hyperspectral Data. Proceedings of IGARSS, Cape Town, South Africa, 4: 944-947.
-
(2009)
Proceedings of IGARSS, Cape Town, South Africa
, vol.4
, pp. 944-947
-
-
Wang, X.1
Waske, B.2
Benediktsson, J.A.3
-
49
-
-
84855955170
-
Object Oriented Land Cover Classification Using ALS and GeoEYE Imagery Over Mining Area
-
Yu, H., Cheng, G., Ge, X. and Lu, X. 2011. Object Oriented Land Cover Classification Using ALS and GeoEYE Imagery Over Mining Area. Transactions of Nonferrous Metals Society of China, 21: s733-s737.
-
(2011)
Transactions of Nonferrous Metals Society of China
, vol.21
-
-
Yu, H.1
Cheng, G.2
Ge, X.3
Lu, X.4
-
50
-
-
33846300967
-
Comparison of Impervious Surface Area and Normalized Difference Vegetation Index as Indicators of Surface Urban Heat Island Effects in Landsat Imagery
-
Yuan, F. and Bauer, M. E. 2005. Comparison of Impervious Surface Area and Normalized Difference Vegetation Index as Indicators of Surface Urban Heat Island Effects in Landsat Imagery. Remote Sensing of Environment, 106: 375-386.
-
(2005)
Remote Sensing of Environment
, vol.106
, pp. 375-386
-
-
Yuan, F.1
Bauer, M.E.2
-
51
-
-
46249127568
-
An Object-Oriented Approach for Analysing and Characterizing Urban Landscape at the Parcel Level
-
Zhou, W. and Troy, A. 2008. An Object-Oriented Approach for Analysing and Characterizing Urban Landscape at the Parcel Level. International Journal of Remote Sensing, 29: 3119-3135.
-
(2008)
International Journal of Remote Sensing
, vol.29
, pp. 3119-3135
-
-
Zhou, W.1
Troy, A.2
-
52
-
-
10844275634
-
Characterizing Vertical Forest Structure Using Small-Footprint Airborne LiDAR
-
Zimble, D. A., Evans, D. L., Carlson, G. C., Parker, R. C., Grado, S. C. and Gerard, P. D. 2003. Characterizing Vertical Forest Structure Using Small-Footprint Airborne LiDAR. Remote Sensing of Environment, 87: 171-182.
-
(2003)
Remote Sensing of Environment
, vol.87
, pp. 171-182
-
-
Zimble, D.A.1
Evans, D.L.2
Carlson, G.C.3
Parker, R.C.4
Grado, S.C.5
Gerard, P.D.6
|