메뉴 건너뛰기




Volumn 100, Issue , 2015, Pages 71-83

Classification of airborne laser scanning data using JointBoost

Author keywords

Classification; Contextual; Feature; JointBoost; LiDAR; Point cloud

Indexed keywords

GRAPHIC METHODS; OPTICAL RADAR;

EID: 84920926017     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2014.04.015     Document Type: Article
Times cited : (186)

References (32)
  • 2
    • 33746427122 scopus 로고    scopus 로고
    • Graph cuts and efficient N-D image segmentation
    • Boykov Y., Funka-Lea G. Graph cuts and efficient N-D image segmentation. Int. J. Comput. Vision 2006, 70(2):109-131.
    • (2006) Int. J. Comput. Vision , vol.70 , Issue.2 , pp. 109-131
    • Boykov, Y.1    Funka-Lea, G.2
  • 8
    • 77953186010 scopus 로고    scopus 로고
    • IEEE Workshop on Search in 3D and Video (S3DV), IEEE International Conference on Computer Vision, Kyoto, Japan, 27 September-4 October
    • Golovinskiy, A., Funkhouser, T., 2009. Min-cut based segmentation of point clouds. In: IEEE Workshop on Search in 3D and Video (S3DV), IEEE International Conference on Computer Vision, Kyoto, Japan, 27 September-4 October, pp. 39-46.
    • (2009) Min-cut based segmentation of point clouds , pp. 39-46
    • Golovinskiy, A.1    Funkhouser, T.2
  • 10
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • Guyon I., Elisseeff A. An introduction to variable and feature selection. J. Mach. Learn. Res. 2003, 3(7-8):1157-1182.
    • (2003) J. Mach. Learn. Res. , vol.3 , Issue.7-8 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 11
    • 34548398576 scopus 로고    scopus 로고
    • Correction of laser scanning intensity data: data and model-driven approaches
    • Höfle B., Pfeifer N. Correction of laser scanning intensity data: data and model-driven approaches. ISPRS J. Photogramm. Remote Sens. 2007, 62(6):415-433.
    • (2007) ISPRS J. Photogramm. Remote Sens. , vol.62 , Issue.6 , pp. 415-433
    • Höfle, B.1    Pfeifer, N.2
  • 12
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • Hinton G.E., Salakhutdinov R.R. Reducing the dimensionality of data with neural networks. Science 2006, 313(5786):504-507.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 13
    • 0032685832 scopus 로고    scopus 로고
    • Using spin images for efficient object recognition in cluttered 3D scenes
    • Johnson A.E., Hebert M. Using spin images for efficient object recognition in cluttered 3D scenes. IEEE Trans. Pattern Anal. Mach. Intell. 1999, 21(5):433-449.
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell. , vol.21 , Issue.5 , pp. 433-449
    • Johnson, A.E.1    Hebert, M.2
  • 14
    • 84911387477 scopus 로고    scopus 로고
    • 3D classification of power-line scene from airborne laser scanning data using random forests
    • Kim H.B., Sohn G. 3D classification of power-line scene from airborne laser scanning data using random forests. Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci. 2010, 38(Part 3A):126-132.
    • (2010) Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci. , vol.38 , pp. 126-132
    • Kim, H.B.1    Sohn, G.2
  • 15
    • 84924283236 scopus 로고    scopus 로고
    • Random forests based multiple classifier system for power-line scene classification
    • 5/W12
    • Kim H.B., Sohn G. Random forests based multiple classifier system for power-line scene classification. Int. Arch. Photogramm., Remote Sens. Spatial, Inf. Sci. 2011, 38(5/W12):253-258.
    • (2011) Int. Arch. Photogramm., Remote Sens. Spatial, Inf. Sci. , vol.38 , pp. 253-258
    • Kim, H.B.1    Sohn, G.2
  • 16
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • Kohavi R., John G.H. Wrappers for feature subset selection. Artif. Intell. 1997, 97(1-2):273-324.
    • (1997) Artif. Intell. , vol.97 , Issue.1-2 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 17
    • 0032144628 scopus 로고    scopus 로고
    • Determination of terrain models in wooded areas with airborne laser scanner data
    • Kraus K., Pfeifer N. Determination of terrain models in wooded areas with airborne laser scanner data. ISPRS J. Photogramm. Remote Sens. 1998, 53(4):193-203.
    • (1998) ISPRS J. Photogramm. Remote Sens. , vol.53 , Issue.4 , pp. 193-203
    • Kraus, K.1    Pfeifer, N.2
  • 19
    • 84920898606 scopus 로고    scopus 로고
    • Leica, Leica ALS70-CM city mapping airborne LIDAR product specifications<, (Accessed 20.12.2013).
    • Leica, 2013. Leica ALS70-CM city mapping airborne LIDAR product specifications<, (Accessed 20.12.2013). http://www.leica-geosystems.com/downloads123/zz/airborne/ALS70/product-specification/ALS70CM_ProductSpecs_en.pdf.
    • (2013)
  • 21
    • 34548272078 scopus 로고    scopus 로고
    • Latecki, L.J., Mount, D.M., Wu, A.Y. (Eds.), Proceedings of the SPIE Conference on Vision Geometry XIV, SPIE, San Jose, CA, USA, 28 January
    • Lodha, S.K., Fitzpatrick, D.M., Helmbold, D.P., 2007. Aerial lidar data classification using expectation-maximization. In: Latecki, L.J., Mount, D.M., Wu, A.Y. (Eds.), Proceedings of the SPIE Conference on Vision Geometry XIV, SPIE, San Jose, CA, USA, 28 January, pp. L1-L11.
    • (2007) Aerial lidar data classification using expectation-maximization , pp. L1-L11
    • Lodha, S.K.1    Fitzpatrick, D.M.2    Helmbold, D.P.3
  • 22
    • 47249098994 scopus 로고    scopus 로고
    • Proceedings of International Symposium on 3D Data Processing, Visualization, and Transmission, IEEE Computer Society, Chapel Hill, NC, USA, 14-16 June
    • Lodha, S.K., Kreps, E.J., Helmbold, D.P., Fitzpatrick, D., 2006. Aerial LiDAR data classification using support vector machines (SVM). In: Proceedings of International Symposium on 3D Data Processing, Visualization, and Transmission, IEEE Computer Society, Chapel Hill, NC, USA, 14-16 June, pp. 567-574.
    • (2006) Aerial LiDAR data classification using support vector machines (SVM) , pp. 567-574
    • Lodha, S.K.1    Kreps, E.J.2    Helmbold, D.P.3    Fitzpatrick, D.4
  • 24
    • 61549119462 scopus 로고    scopus 로고
    • Comparison between first pulse and last pulse laser scanner data in the automatic detection of buildings
    • Matikainen L., Hyyppä J., Kaartinen H. Comparison between first pulse and last pulse laser scanner data in the automatic detection of buildings. Photogramm. Eng. Remote Sens. 2009, 75(2):133-146.
    • (2009) Photogramm. Eng. Remote Sens. , vol.75 , Issue.2 , pp. 133-146
    • Matikainen, L.1    Hyyppä, J.2    Kaartinen, H.3
  • 25
    • 80155175662 scopus 로고    scopus 로고
    • Parameter-free ground filtering of LiDAR data for automatic DTM generation
    • Mongus D., Žalik B. Parameter-free ground filtering of LiDAR data for automatic DTM generation. ISPRS J. Photogramm. Remote Sens. 2012, 67:1-12.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.67 , pp. 1-12
    • Mongus, D.1    Žalik, B.2
  • 28
    • 50849093278 scopus 로고    scopus 로고
    • Object-based point cloud analysis of full-waveform airborne laser scanning data for urban vegetation classification
    • Rutzinger M., Höfle B., Hollaus M., Pfeifer N. Object-based point cloud analysis of full-waveform airborne laser scanning data for urban vegetation classification. Sensors 2008, 8(8):4505-4528.
    • (2008) Sensors , vol.8 , Issue.8 , pp. 4505-4528
    • Rutzinger, M.1    Höfle, B.2    Hollaus, M.3    Pfeifer, N.4
  • 32
    • 40049089878 scopus 로고    scopus 로고
    • 3D vegetation mapping using small-footprint full-waveform airborne laser scanners
    • Wagner W., Hollaus M., Briese C., Ducic V. 3D vegetation mapping using small-footprint full-waveform airborne laser scanners. Int. J. Remote Sens. 2008, 29(5):1433-1452.
    • (2008) Int. J. Remote Sens. , vol.29 , Issue.5 , pp. 1433-1452
    • Wagner, W.1    Hollaus, M.2    Briese, C.3    Ducic, V.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.