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Volumn 3, Issue , 2016, Pages 169-176

CLASSIFICATION of AIRBORNE LASER SCANNING DATA USING GEOMETRIC MULTI-SCALE FEATURES and DIFFERENT NEIGHBOURHOOD TYPES

Author keywords

ALS; Classification; Features; LiDAR; Multi Scale; Point Cloud

Indexed keywords


EID: 85031507270     PISSN: 21949042     EISSN: 21949050     Source Type: Conference Proceeding    
DOI: 10.5194/isprs-annals-III-3-169-2016     Document Type: Conference Paper
Times cited : (40)

References (47)
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L., 1996. Bagging predictors. Machine Learning, 24(2), pp. 123-140.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L., 2001. Random forests. Machine Learning, 45(1), pp. 5-32.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 6
    • 84857315359 scopus 로고    scopus 로고
    • 3D terrestrial lidar data classification of complex natural scenes using a multi-scale dimensionality criterion: Applications in geomorphology
    • Brodu, N. and Lague, D., 2012. 3D terrestrial lidar data classification of complex natural scenes using a multi-scale dimensionality criterion: applications in geomorphology. ISPRS Journal of Photogrammetry and Remote Sensing, 68, pp. 121-134.
    • (2012) ISPRS Journal of Photogrammetry and Remote Sensing , vol.68 , pp. 121-134
    • Brodu, N.1    Lague, D.2
  • 18
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by random-Forest
    • Liaw, A. andWiener, M., 2002. Classification and regression by random-Forest. R News, Vol. 2/3, pp. 18-22.
    • (2002) R News , vol.2-3 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 28
    • 0141504430 scopus 로고    scopus 로고
    • Multi-scale feature extraction on point-sampled surfaces
    • Pauly, M., Keiser, R. and Gross, M., 2003. Multi-scale feature extraction on point-sampled surfaces. Computer Graphics Forum, 22(3), pp. 81-89.
    • (2003) Computer Graphics Forum , vol.22 , Issue.3 , pp. 81-89
    • Pauly, M.1    Keiser, R.2    Gross, M.3
  • 41
    • 84939979079 scopus 로고    scopus 로고
    • Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers
    • Weinmann, M., Jutzi, B., Hinz, S. and Mallet, C., 2015a. Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers. ISPRS Journal of Photogrammetry and Remote Sensing, 105, pp. 286-304.
    • (2015) ISPRS Journal of Photogrammetry and Remote Sensing , vol.105 , pp. 286-304
    • Weinmann, M.1    Jutzi, B.2    Hinz, S.3    Mallet, C.4
  • 43
    • 84938196422 scopus 로고    scopus 로고
    • Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas
    • Weinmann, M., Urban, S., Hinz, S., Jutzi, B. and Mallet, C., 2015c. Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas. Computers & Graphics, 49, pp. 47-57.
    • (2015) Computers & Graphics , vol.49 , pp. 47-57
    • Weinmann, M.1    Urban, S.2    Hinz, S.3    Jutzi, B.4    Mallet, C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.