메뉴 건너뛰기




Volumn 34, Issue 19, 2013, Pages 6914-6930

Impact of training and validation sample selection on classification accuracy and accuracy assessment when using reference polygons in object-based classification

Author keywords

[No Author keywords available]

Indexed keywords

REMOTE SENSING; SENSORS;

EID: 84880164554     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2013.810822     Document Type: Article
Times cited : (75)

References (27)
  • 1
    • 77956637110 scopus 로고    scopus 로고
    • Per-pixeland Object-Oriented Classification Methods for Mapping Urban Features Using Ikonos Satellite Data
    • Bhaskaran, S., Paramananda, S. and Ramnarayan, M. 2010. Per-pixeland Object-Oriented Classification Methods for Mapping Urban Features Using Ikonos Satellite Data. Applied Geography, 30: 650 - 665.
    • (2010) Applied Geography , vol.30 , pp. 650-665
    • Bhaskaran, S.1    Paramananda, S.2    Ramnarayan, M.3
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. 2001. Random forests. Machine Learning, 45: 5 - 32.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 4
    • 61549110198 scopus 로고    scopus 로고
    • 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
  • 7
    • 33750012330 scopus 로고    scopus 로고
    • Effects of Sample Survey Design on the Accuracy of Classification Tree Models in Species Distribution Models
    • Edwards, T. C. Jr, Cutler, D. R., Zimmermann, N. E., Geiser, L. and Moisen, G. G. 2006. Effects of Sample Survey Design on the Accuracy of Classification Tree Models in Species Distribution Models. Ecological Modeling, 199: 132 - 141.
    • (2006) Ecological Modeling , vol.199 , pp. 132-141
    • Edwards Jr., T.C.1    Cutler, D.R.2    Zimmermann, N.E.3    Geiser, L.4    Moisen, G.G.5
  • 9
    • 78650731656 scopus 로고    scopus 로고
    • 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
  • 11
    • 77949657728 scopus 로고    scopus 로고
    • 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
  • 12
    • 84857874065 scopus 로고    scopus 로고
    • Digital Image Interpretation and Analysis
    • 6th, Hoboken, NJ, Hoboken, NJ,: John Wiley & Sons
    • Lillesand, T. M., Kiefer, R. W. and Chipman, J. W. 2008. "Digital Image Interpretation and Analysis.". In Remote Sensing and Image Interpretation, 6th, 545 - 585. Hoboken, NJ: John Wiley & Sons.
    • (2008) Remote Sensing and Image Interpretation , pp. 545-585
    • Lillesand, T.M.1    Kiefer, R.W.2    Chipman, J.W.3
  • 14
    • 79951944805 scopus 로고    scopus 로고
    • A Comparison of Pixel-Based and Object-Oriented Approaches to VHR Imagery for Mapping Salt Marsh Plants
    • Ouyang, Z., Zhang, M., Xie, X., Shen, Q., Guo, H. and Zhao, B. 2011. A Comparison of Pixel-Based and Object-Oriented Approaches to VHR Imagery for Mapping Salt Marsh Plants. Ecological Informatics, 6: 136 - 146.
    • (2011) Ecological Informatics , vol.6 , pp. 136-146
    • Ouyang, Z.1    Zhang, M.2    Xie, X.3    Shen, Q.4    Guo, H.5    Zhao, B.6
  • 16
    • 79960061887 scopus 로고    scopus 로고
    • Object-Based Urban Detailed Land Cover Classification with High Spatial Resolution IKONOS Imagery
    • Pu, R., Landry, S. and Yu, Q. 2011. Object-Based Urban Detailed Land Cover Classification with High Spatial Resolution IKONOS Imagery. International Journal of Remote Sensing, 32: 3285 - 3308.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 3285-3308
    • Pu, R.1    Landry, S.2    Yu, Q.3
  • 21
    • 84949812908 scopus 로고    scopus 로고
    • Accuracy Assessment
    • In: Warner T. A., Nellis M. D., Foody G. M., editors Thousand Oaks, CA, Thousand Oaks, CA,: Sage, edited by
    • Stehman, S. V. and Foody, G. M. 2009. "Accuracy Assessment.". In The SAGE Handbook of Remote Sensing, edited by, Edited by: Warner, T. A., Nellis, M. D. and Foody, G. M. 297 - 311. Thousand Oaks, CA: Sage.
    • (2009) The SAGE Handbook of Remote Sensing , pp. 297-311
    • Stehman, S.V.1    Foody, G.M.2
  • 24
    • 79960743609 scopus 로고    scopus 로고
    • Object-oriented Mapping of Landslides Using Random Forests
    • Stumpf, A. and Kerle, N. 2011. Object-oriented Mapping of Landslides 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
  • 25
    • 77957752577 scopus 로고    scopus 로고
    • An Automatic Region-Based Image Segmentation Algorithm for Remote Sensing Applications
    • Wang, Z., Jensen, J. R. and Im, J. 2010. An Automatic Region-Based Image Segmentation Algorithm for Remote Sensing Applications. Environmental Modelling & Software, 25: 1149 - 1165.
    • (2010) Environmental Modelling & Software , vol.25 , pp. 1149-1165
    • Wang, Z.1    Jensen, J.R.2    Im, J.3
  • 26
    • 79952070569 scopus 로고    scopus 로고
    • Per-pixel vs. Object-Based Classification of Urban Land Cover Extraction Using High Spatial Resolution Imagery
    • Wyint, S. W., Gober, P., Brazel, A., Grossman-Clarke, S. and Weng, Q. 2011. Per-pixel vs. Object-Based Classification of Urban Land Cover Extraction Using High Spatial Resolution Imagery. Remote Sensing of Environment, 115: 1145 - 1161.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 1145-1161
    • Wyint, S.W.1    Gober, P.2    Brazel, A.3    Grossman-Clarke, S.4    Weng, Q.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.