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Volumn 78, Issue 1, 2012, Pages 75-84

A new method for segmenting individual trees from the lidar point cloud

Author keywords

[No Author keywords available]

Indexed keywords

OPTICAL RADAR; SATELLITE IMAGERY;

EID: 84863115277     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: 10.14358/PERS.78.1.75     Document Type: Article
Times cited : (552)

References (48)
  • 1
    • 70449416132 scopus 로고    scopus 로고
    • Delineating tree crowns from airborne laser scanning point cloud data using Delaunay triangulation
    • Alexander, C., 2009. Delineating tree crowns from airborne laser scanning point cloud data using Delaunay triangulation, International Journal of Remote Sensing, 30(14):3843-3848.
    • (2009) International Journal of Remote Sensing , vol.30 , Issue.14 , pp. 3843-3848
    • Alexander, C.1
  • 2
    • 0038036847 scopus 로고    scopus 로고
    • Detection and analysis of individual leaf-off tree crowns in small footprint, high sampling density lidar data from the eastern deciduous forest in North America
    • Brandtberg, T., T.A. Warner, R.E. Landenberger, and J.B. McGraw, 2003. Detection and analysis of individual leaf-off tree crowns in small footprint, high sampling density lidar data from the eastern deciduous forest in North America, Remote Sensing of Environment, 85(3):290-303.
    • (2003) Remote Sensing of Environment , vol.85 , Issue.3 , pp. 290-303
    • Brandtberg, T.1    Warner, T.A.2    Landenberger, R.E.3    McGraw, J.B.4
  • 4
    • 43949110230 scopus 로고    scopus 로고
    • Modeling radiation and photosynthesis of a heterogeneous savanna woodland landscape with a hierarchy of model complexities
    • Chen, Q., D. Baldocchi, P. Gong, and T. Dawson, 2008. Modeling radiation and photosynthesis of a heterogeneous savanna woodland landscape with a hierarchy of model complexities, Agricultural and Forest Meteorology, 148(6-7):1005-1020.
    • (2008) Agricultural and Forest Meteorology , vol.148 , Issue.6-7 , pp. 1005-1020
    • Chen, Q.1    Baldocchi, D.2    Gong, P.3    Dawson, T.4
  • 5
    • 33746651021 scopus 로고    scopus 로고
    • Isolating individual trees in a savanna woodland using small footprint lidar data
    • Chen, Q., D. Baldocchi, P. Gong, and M. Kelly, 2006. Isolating individual trees in a savanna woodland using small footprint lidar data, Photogrammetric Engineering & Remote Sensing, 72(8):923-932.
    • (2006) Photogrammetric Engineering & Remote Sensing , vol.72 , Issue.8 , pp. 923-932
    • Chen, Q.1    Baldocchi, D.2    Gong, P.3    Kelly, M.4
  • 7
    • 0033920011 scopus 로고    scopus 로고
    • Lidar remote sensing for forestry
    • Dubayah, R.O., and J.B. Drake, 2000. Lidar remote sensing for forestry, Journal of Forestry, 98(6):44-46.
    • (2000) Journal of Forestry , vol.98 , Issue.6 , pp. 44-46
    • Dubayah, R.O.1    Drake, J.B.2
  • 8
    • 77049116290 scopus 로고    scopus 로고
    • Landscape-scale parameterization of a tree-level forest growth model: A k-nearest neighbor imputation approach incorporating LiDAR data
    • Falkowski, M.J., A.T. Hudak, N.L. Crookston, P.E. Gessler, E.H. Uebler, and A. Smith, 2010. Landscape-scale parameterization of a tree-level forest growth model: a k-nearest neighbor imputation approach incorporating LiDAR data, Canadian Journal of Forest Research, 40(2):184-199.
    • (2010) Canadian Journal of Forest Research , vol.40 , Issue.2 , pp. 184-199
    • Falkowski, M.J.1    Hudak, A.T.2    Crookston, N.L.3    Gessler, P.E.4    Uebler, E.H.5    Smith, A.6
  • 9
    • 33746171722 scopus 로고    scopus 로고
    • Automated estimation of individual conifer tree height and crown diameter via twodimensional spatial wavelet analysis of lidar data
    • Falkowski, M.J., A.M.S. Smith, A.T. Hudak, P.E. Gessler, L.A. Vierling, and N.L. Crookston, 2006. Automated estimation of individual conifer tree height and crown diameter via twodimensional spatial wavelet analysis of lidar data, Canadian Journal of Remote Sensing, 32(2):153-161.
    • (2006) Canadian Journal of Remote Sensing , vol.32 , Issue.2 , pp. 153-161
    • Falkowski, M.J.1    Smith, A.M.S.2    Hudak, A.T.3    Gessler, P.E.4    Vierling, L.A.5    Crookston, N.L.6
  • 10
    • 1542396705 scopus 로고    scopus 로고
    • Quantifying canopy height underestimation by laser pulse penetration in small-footprint airborne laser scanning data
    • Gaveau, D.L.A., and R.A. Hill, 2003. Quantifying canopy height underestimation by laser pulse penetration in small-footprint airborne laser scanning data, Canadian Journal of Remote Sensing, 29(5):650-657.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , Issue.5 , pp. 650-657
    • Gaveau, D.L.A.1    Hill, R.A.2
  • 11
    • 29644444406 scopus 로고    scopus 로고
    • Analysis of LiDAR-derived topographic information for characterizing and differentiating landslide morphology and activity
    • Glenn, N.F., D.R. Streutker, D.J. Chadwick, G.D. Thackray, and S.J. Dorsch, 2006. Analysis of LiDAR-derived topographic information for characterizing and differentiating landslide morphology and activity, Geomorphology, 73(1-2):131-148.
    • (2006) Geomorphology , vol.73 , Issue.1-2 , pp. 131-148
    • Glenn, N.F.1    Streutker, D.R.2    Chadwick, D.J.3    Thackray, G.D.4    Dorsch, S.J.5
  • 12
    • 24644443221 scopus 로고    scopus 로고
    • A probabilistic interpretation of precision, recall and F-score, with implication for evaluation
    • Goutte, C., and E. Gaussier, 2005. A probabilistic interpretation of precision, recall and F-score, with implication for evaluation, Advances in Information Retrieval, 3408:345-359.
    • (2005) Advances in Information Retrieval , vol.3408 , pp. 345-359
    • Goutte, C.1    Gaussier, E.2
  • 13
    • 33846516990 scopus 로고    scopus 로고
    • An object-based classification approach in mapping tree mortality using high spatial resolution imagery
    • Guo, Q., M. Kelly, P. Gong, and D. Liu, 2007. An object-based classification approach in mapping tree mortality using high spatial resolution imagery, GIScience & Remote Sensing, 44(1):24-47.
    • (2007) GIScience & Remote Sensing , vol.44 , Issue.1 , pp. 24-47
    • Guo, Q.1    Kelly, M.2    Gong, P.3    Liu, D.4
  • 14
    • 77953552234 scopus 로고    scopus 로고
    • Effects of topographic variability and lidar sampling density on several DEM interpolation methods
    • Guo, Q., W. Li, H. Yu, and O. Alvarez, 2010. Effects of topographic variability and lidar sampling density on several DEM interpolation methods, Photogrammetric Engineering & Remote Sensing, 76(6):701-712.
    • (2010) Photogrammetric Engineering & Remote Sensing , vol.76 , Issue.6 , pp. 701-712
    • Guo, Q.1    Li, W.2    Yu, H.3    Alvarez, O.4
  • 15
    • 43049100082 scopus 로고    scopus 로고
    • Detecting and measuring individual trees with laser scanning in mixed mountain forest of central Europe using an algorithm developed for Swedish boreal forest conditions, International Archives of Photogrammetry
    • Heurich, M., Å. Persson, J. Holmgren, and E. Kennel, 2004. Detecting and measuring individual trees with laser scanning in mixed mountain forest of central Europe using an algorithm developed for Swedish boreal forest conditions, International Archives of Photogrammetry, Remote Sensing and Spatial Inforation Sciences, XXXVI(8/W2):307-312.
    • (2004) Remote Sensing and Spatial Inforation Sciences , vol.36 , Issue.8 W2 , pp. 307-312
    • Heurich, M.1    Persson, A.2    Holmgren, J.3    Kennel, E.4
  • 21
    • 36448988610 scopus 로고    scopus 로고
    • Detection of individual trees and estimation of tree height using LiDAR data
    • Kwak, D., W. Lee, J. Lee, G.S. Biging, and P. Gong, 2007. Detection of individual trees and estimation of tree height using LiDAR data, Journal of Forest Research, 12(6):425-434.
    • (2007) Journal of Forest Research , vol.12 , Issue.6 , pp. 425-434
    • Kwak, D.1    Lee, W.2    Lee, J.3    Biging, G.S.4    Gong, P.5
  • 23
    • 77649098998 scopus 로고    scopus 로고
    • Adaptive clustering of airborne LiDAR data to segment individual tree crowns in managed pine forests
    • Lee, H., K.C. Slatton, B.E. Roth, and W.P. Cropper JR, 2010. Adaptive clustering of airborne LiDAR data to segment individual tree crowns in managed pine forests, International Journal of Remote Sensing, 31(1):117-139.
    • (2010) International Journal of Remote Sensing , vol.31 , Issue.1 , pp. 117-139
    • Lee, H.1    Slatton, K.C.2    Roth, B.E.3    Cropper Jr., W.P.4
  • 24
    • 60649109432 scopus 로고    scopus 로고
    • Effects of realistic surface topography on seismic ground motion in the Yangminshan region of Taiwan based upon the spectral-element method and LiDAR DTM
    • Lee, S.-J., Y.-C. Chan, D. Komatitsch, B.-S. Huang, and J. Tromp, 2009. Effects of realistic surface topography on seismic ground motion in the Yangminshan region of Taiwan based upon the spectral-element method and LiDAR DTM, Bulletin of the Seismological Society of America, 99(2A):681-693.
    • (2009) Bulletin of the Seismological Society of America , vol.99 , Issue.2 A , pp. 681-693
    • Lee, S.-J.1    Chan, Y.-C.2    Komatitsch, D.3    Huang, B.-S.4    Tromp, J.5
  • 27
    • 40049100954 scopus 로고    scopus 로고
    • Clustering in airborne laser scanning raw data for segmentation of single trees, International Archives of Photogrammetry
    • (3/W13)
    • Morsdorf, F., E. Meier, B. Allgöwer, and D. Nüesch, 2003. Clustering in airborne laser scanning raw data for segmentation of single trees, International Archives of Photogrammetry, Remote Sensing and Spatial Inforation Sciences, 34(3/W13):27-33.
    • (2003) Remote Sensing and Spatial Inforation Sciences , vol.34 , pp. 27-33
    • Morsdorf, F.1    Meier, E.2    Allgöwer, B.3    Nüesch, D.4
  • 28
    • 36348933235 scopus 로고    scopus 로고
    • Mapping surface fuel models using lidar and multispectral data fusion for fire behavior
    • Mutlu, M., S.C. Popescu, C. Stripling, and T. Spencer, 2008. Mapping surface fuel models using lidar and multispectral data fusion for fire behavior, Remote Sensing of Environment, 112(1):274-285.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.1 , pp. 274-285
    • Mutlu, M.1    Popescu, S.C.2    Stripling, C.3    Spencer, T.4
  • 29
    • 0035665443 scopus 로고    scopus 로고
    • Estimating tree heights and number of stems in young forest stands using airborne laser scanner data
    • Naesset, E., and K.-O. Bjerknes, 2001. Estimating tree heights and number of stems in young forest stands using airborne laser scanner data, Remote Sensing of Environment, 78(3):328-340.
    • (2001) Remote Sensing of Environment , vol.78 , Issue.3 , pp. 328-340
    • Naesset, E.1    Bjerknes, K.-O.2
  • 32
    • 34548536506 scopus 로고    scopus 로고
    • Estimating biomass of individual pine trees using airborne lidar
    • Popescu, S.C., 2007. Estimating biomass of individual pine trees using airborne lidar, Biomass and Bioenergy, 31(9):646-655.
    • (2007) Biomass and Bioenergy , vol.31 , Issue.9 , pp. 646-655
    • Popescu, S.C.1
  • 33
    • 4143127743 scopus 로고    scopus 로고
    • Seeing the trees in the forest: Using lidar and multispectral data fusion with local filtering and variable window size for estimating tree height
    • Popescu, S.C., and R.H. Wynne, 2004. Seeing the trees in the forest: using lidar and multispectral data fusion with local filtering and variable window size for estimating tree height, Photogrammetric Engineering & Remote Sensing, 70(5):589-604.
    • (2004) Photogrammetric Engineering & Remote Sensing , vol.70 , Issue.5 , pp. 589-604
    • Popescu, S.C.1    Wynne, R.H.2
  • 34
    • 0036899720 scopus 로고    scopus 로고
    • Estimating plotlevel tree heights with lidar: Local filtering with a canopyheight based variable window size
    • Popescu, S.C., R.H. Wynne, and R.F. Nelson, 2002. Estimating plotlevel tree heights with lidar: Local filtering with a canopyheight based variable window size, Computers and Electronics in Agriculture, 37(1-3):71-95.
    • (2002) Computers and Electronics in Agriculture , vol.37 , Issue.1-3 , pp. 71-95
    • Popescu, S.C.1    Wynne, R.H.2    Nelson, R.F.3
  • 35
    • 0141885851 scopus 로고    scopus 로고
    • Measuring individual tree crown diameter with lidar and assessing its influence on estimating forest volume and biomass
    • Popescu, S.C., R.H. Wynne, and R.F. Nelson, 2003. Measuring individual tree crown diameter with lidar and assessing its influence on estimating forest volume and biomass, Canadian Journal of Remote Sensing, 29(5):564-577.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , Issue.5 , pp. 564-577
    • Popescu, S.C.1    Wynne, R.H.2    Nelson, R.F.3
  • 37
    • 0141794157 scopus 로고    scopus 로고
    • Modeling airborne laser scanning data for the spatial generation of critical forest parameters in fire behavior modeling
    • Riaño, D., E. Meier, B. Allgöwer, E. Chuvieco, and S.L. Ustin, 2003. Modeling airborne laser scanning data for the spatial generation of critical forest parameters in fire behavior modeling, Remote Sensing of Environment, 86(2):177-186.
    • (2003) Remote Sensing of Environment , vol.86 , Issue.2 , pp. 177-186
    • Riaño, D.1    Meier, E.2    Allgöwer, B.3    Chuvieco, E.4    Ustin, S.L.5
  • 38
    • 33846019672 scopus 로고    scopus 로고
    • Beyond accuracy, F-score and ROC: A family of discriminant measures for performance evaluation
    • (A. Sattar and B.-H. Kang, editors), Springer Berlin, Heidelberg
    • Sokolova, M., N. Japkowicz, and S. Szpakowicz, 2006. Beyond accuracy, F-score and ROC: A family of discriminant measures for performance evaluation, AI 2006: Advances in Artificial Intelligence (A. Sattar and B.-H. Kang, editors), Springer Berlin, Heidelberg, pp. 1015-1021.
    • (2006) AI 2006: Advances in Artificial Intelligence , pp. 1015-1021
    • Sokolova, M.1    Japkowicz, N.2    Szpakowicz, S.3
  • 41
    • 12344278385 scopus 로고    scopus 로고
    • Use of airborne LiDAR and aerial photography in the estimation of individual tree heights in forestry
    • Suárez, J.C., C. Ontiveros, S. Smith, and S. Snape, 2005. Use of airborne LiDAR and aerial photography in the estimation of individual tree heights in forestry, Computers & Geosciences, 31(2):253-262.
    • (2005) Computers & Geosciences , vol.31 , Issue.2 , pp. 253-262
    • Suárez, J.C.1    Ontiveros, C.2    Smith, S.3    Snape, S.4
  • 42
    • 36349029547 scopus 로고    scopus 로고
    • A full GIS-based workflow for tree identification and tree crown delineation using laser scanning
    • 29-30 August, Vienna, Austria
    • Tiede, D., G. Hochleitner, and T. Blaschke, 2005. A full GIS-based workflow for tree identification and tree crown delineation using laser scanning, CMRT, 29-30 August, Vienna, Austria, pp. 9-14.
    • (2005) CMRT , pp. 9-14
    • Tiede, D.1    Hochleitner, G.2    Blaschke, T.3
  • 43
    • 79955546089 scopus 로고    scopus 로고
    • Response of a boreal forest to canopy gap openings: Assessing vertical and horizontal tree growth with multi-temporal lidar data
    • Vepakomma, U., B. St-Onge, and D. Kneeshaw, 2011. Response of a boreal forest to canopy gap openings: Assessing vertical and horizontal tree growth with multi-temporal lidar data, Ecological Applications, 21:99-121.
    • (2011) Ecological Applications , vol.21 , pp. 99-121
    • Vepakomma, U.1    St-Onge, B.2    Kneeshaw, D.3
  • 45
    • 83455231406 scopus 로고    scopus 로고
    • Applying LiDAR technology for tree measurements in burned landscapes
    • Wing, M.G., A. Eklund, and J. Sessions, 2010. Applying LiDAR technology for tree measurements in burned landscapes, International Journal of Wildland Fire, 19(1):104-114.
    • (2010) International Journal of Wildland Fire , vol.19 , Issue.1 , pp. 104-114
    • Wing, M.G.1    Eklund, A.2    Sessions, J.3
  • 47
    • 33845466931 scopus 로고    scopus 로고
    • Lidar remote sensing of forest resources at the scale of management
    • Wynne, R.H., 2006. Lidar remote sensing of forest resources at the scale of management, Photogrammetric Engineering & Remote Sensing, 72(12):1310-1314.
    • (2006) Photogrammetric Engineering & Remote Sensing , vol.72 , Issue.12 , pp. 1310-1314
    • Wynne, R.H.1


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