메뉴 건너뛰기




Volumn 52, Issue 5, 2014, Pages 2690-2699

Bayesian approach to tree detection based on airborne laser scanning data

Author keywords

Estimation; forestry; modeling

Indexed keywords

BAYESIAN NETWORKS; ESTIMATION; ITERATIVE METHODS; LASER APPLICATIONS; MEASUREMENTS; MODELS;

EID: 84896319806     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2264548     Document Type: Article
Times cited : (62)

References (34)
  • 1
    • 77955061568 scopus 로고    scopus 로고
    • Using remotely sensed data to construct and assess forest attribute maps and related spatial products
    • Aug
    • R. McRoberts,W. Cohen, E. Nsset, S. Stehman, and E. Tomppo, Using remotely sensed data to construct and assess forest attribute maps and related spatial products, Scand. J. Forest Res., vol. 25, no. 4, pp. 340-367, Aug. 2010
    • (2010) Scand. J. Forest Res , vol.25 , Issue.4 , pp. 340-367
    • McRobertsw. Cohen, R.1    Nsset, E.2    Stehman, S.3    Tomppo, E.4
  • 2
    • 40049094670 scopus 로고    scopus 로고
    • Review of methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forests
    • DOI 10.1080/01431160701736489, PII 790898616, 3D Remote Sensing in Forestry
    • J. Hyypp, H. Hyypp, D. Leckie, F. Gougeon, X. Yu, and M. Maltamo, Review of methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forests, Int. J. Remote Sens., vol. 29, no. 5, pp. 1339-1366, Mar. 2008 (Pubitemid 351321080)
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.5 , pp. 1339-1366
    • Hyyppa, J.1    Hyyppa, H.2    Leckie, D.3    Gougeon, F.4    Yu, X.5    Maltamo, M.6
  • 3
    • 33746574506 scopus 로고    scopus 로고
    • Effects of imaging conditions on crown diameter measurements from high-resolution aerial images
    • DOI 10.1139/X06-011
    • A. Mkinen, I. Korpela, T. Tokola, and A. Kangas, Effects of imaging conditions on crown diameter measurements from high resolution aerial images, Can. J. Forest Res., vol. 36, no. 5, pp. 1206-1217, May 2006 (Pubitemid 44140939)
    • (2006) Canadian Journal of Forest Research , vol.36 , Issue.5 , pp. 1206-1217
    • Makinen, A.1    Korpela, I.2    Tokola, T.3    Kangas, A.4
  • 4
    • 84896316991 scopus 로고    scopus 로고
    • Final Report EuroSDR Frankfurt Germany Official publication
    • H. Kaartinen and J. Hyypp, EuroSDR/ISPRS Commission II Project Tree Extraction Final Report, EuroSDR, Frankfurt, Germany, Official publication no.: 53 [Online]. Available: http://bono.hostireland.com/ ~eurosdr/publications/53. pdf
    • EuroSDR/ISPRS Commission II Project Tree Extraction , vol.53
    • Kaartinen, H.1    Hyypp, J.2
  • 6
    • 80053105702 scopus 로고    scopus 로고
    • Comparison of six individual tree
    • Crown detection algorithms evaluated under varying forest conditions Oct
    • M. Larsen, M. Eriksson, X. Descombes, G. Perrin, T. Brandtberg, and F. Gougeon, Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions, Int. J. Remote Sens., vol. 32, no. 20, pp. 5827-5852, Oct. 2011
    • (2011) Int. J. Remote Sens , vol.32 , Issue.20 , pp. 5827-5852
    • Larsen, M.1    Eriksson, M.2    Descombes, X.3    Perrin, G.4    Brandtberg, T.5    Gougeon, F.6
  • 7
    • 11144237314 scopus 로고    scopus 로고
    • LIDAR-based geometric reconstruction of boreal type forest stands at single tree level for forest and wildland fire management
    • DOI 10.1016/j.rse.2004.05.013
    • F. Morsdorf, E. Meier, B. Ktz, K. Itten, M. Dobbertin, and B. Allgwer, LIDAR-based geometric reconstruction of boreal type forest stands at single tree level for forest and wildland fire management, Remote Sens. Environ., vol. 92, no. 3, pp. 353-362, Aug. 2004 (Pubitemid 40047459)
    • (2004) Remote Sensing of Environment , vol.92 , Issue.3 , pp. 353-362
    • Morsdorf, F.1    Meier, E.2    Kotz, B.3    Itten, K.I.4    Dobbertin, M.5    Allgower, B.6
  • 10
    • 70350619201 scopus 로고    scopus 로고
    • 3D segmentation of single trees exploiting full waveform LIDAR data
    • Nov
    • J. Reitberger, C. Schnrr, P. Krzystek, and U. Stilla, 3D segmentation of single trees exploiting full waveform LIDAR data, ISPRS J. Photogramm. Remote Sens., vol. 64, no. 6, pp. 561-574, Nov. 2009
    • (2009) ISPRS J. Photogramm. Remote Sens , vol.64 , Issue.6 , pp. 561-574
    • Reitberger, J.1    Schnrr, C.2    Krzystek, P.3    Stilla, U.4
  • 11
    • 84867586703 scopus 로고    scopus 로고
    • Three-dimensional surface reconstruction of tree canopy from lidar point clouds using a region-based level set method
    • Feb. 2013
    • S. Tang, P. Dong, and B. Buckles, Three-dimensional surface reconstruction of tree canopy from lidar point clouds using a region-based level set method, Int. J. Remote Sens., vol. 34, no. 4, pp. 1373-1385, Feb. 2013
    • Int. J. Remote Sens , vol.34 , Issue.4 , pp. 1373-1385
    • Tang, S.1    Dong, P.2    Buckles, B.3
  • 13
    • 84956546566 scopus 로고    scopus 로고
    • Bayesian object recognition for the analysis of complex forest scenes in airborne laser scanner data
    • Remote Sens. Spatial Inf. Sci
    • H.-E. Andersen, S. Reutebuch, and G. Schreuder, Bayesian object recognition for the analysis of complex forest scenes in airborne laser scanner data, in Proc. Int. Archives Photogramm., Remote Sens. Spatial Inf. Sci., 2002, pp. 35-41
    • (2002) Proc. Int. Archives Photogramm , pp. 35-41
    • Andersen, H.-E.1    Reutebuch, S.2    Schreuder, G.3
  • 17
    • 36448939413 scopus 로고    scopus 로고
    • Mapping forest plots: An efficient method combining photogrammetry and field triangulation
    • I. Korpela, T. Tuomola, and E. Vlimki, Mapping forest plots: An efficient method combining photogrammetry and field triangulation, Silva Fennica, vol. 41, no. 3, pp. 457-469, May 2007 (Pubitemid 350171034)
    • (2007) Silva Fennica , vol.41 , Issue.3 , pp. 457-469
    • Korpela, I.1    Tuomola, T.2    Valimaki, E.3
  • 19
    • 1542396705 scopus 로고    scopus 로고
    • Quantifying canopy height underestimation by laser pulse penetration in small-footprint airborne laser scanning data
    • Oct
    • D. Gaveau and R. Hill, Quantifying canopy height underestimation by laser pulse penetration in small-footprint airborne laser scanning data, Can. J. Remote Sens., vol. 29, no. 5, pp. 650-657, Oct. 2003
    • (2003) Can. J. Remote Sens , vol.29 , Issue.5 , pp. 650-657
    • Gaveau, D.1    Hill, R.2
  • 22
    • 0025199410 scopus 로고
    • Methods for calculating Frechet derivatives and sensitivities for the non-linear inverse problem. A comparative study
    • P. McGillivray and D. Oldenburg, Methods for calculating Frchet derivatives and sensitivities for the non-linear inverse problem: A comparative study, Geophys. Prospect., vol. 38, no. 5, pp. 499-524, Jul. 1990 (Pubitemid 20719951)
    • (1990) Geophysical Prospecting , vol.38 , Issue.5 , pp. 499-524
    • McGillivray, P.R.1    Oldenburg, D.W.2
  • 23
    • 85007118251 scopus 로고    scopus 로고
    • Airborne laser scanningbased stem volume imputation in a managed, boreal forest area: A comparison of estimation units
    • J. Vauhkonen, P. Packaln, and J. Pitknen, Airborne laser scanningbased stem volume imputation in a managed, boreal forest area: A comparison of estimation units, in Proc. SilviLaser, 2011, pp. 1-9
    • (2011) Proc. SilviLaser , pp. 1-9
    • Vauhkonen, J.1    Packaln, P.2    Pitknen, J.3
  • 25
    • 84864524799 scopus 로고    scopus 로고
    • Investigating multiple data sources for tree species classification in temperate forest and use for single tree delineation
    • Aug
    • J. Heinzel and B. Koch, Investigating multiple data sources for tree species classification in temperate forest and use for single tree delineation, Int. J. Appl. Earth Observ. Geoinf., vol. 18, pp. 101-110, Aug. 2012
    • Int. J. Appl. Earth Observ. Geoinf , vol.18 , Issue.2012 , pp. 101-110
    • Heinzel, J.1    Koch, B.2
  • 27
    • 0035332402 scopus 로고    scopus 로고
    • A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners
    • DOI 10.1109/36.921414, PII S0196289201040220
    • J. Hyypp, O. Kelle, M. Lehikoinen, and M. Inkinen, A segmentation based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners, IEEE Trans. Geosci. Remote Sens., vol. 39, no. 5, pp. 969-975, May 2001 (Pubitemid 32534342)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.5 , pp. 969-975
    • Hyyppa, J.1    Kelle, O.2    Lehikoinen, M.3    Inkinen, M.4
  • 28
    • 79959696101 scopus 로고    scopus 로고
    • A system for the estimation of single-tree stem diameter and volume using multireturn LIDAR data
    • Jul
    • M. Dalponte, L. Bruzzone, and D. Gianelle, A system for the estimation of single-tree stem diameter and volume using multireturn LIDAR data, IEEE Trans. Geosci. Remote Sens., vol. 49, no. 7, pp. 2479-2490, Jul. 2011
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.49 , Issue.7 , pp. 2479-2490
    • Dalponte, M.1    Bruzzone, L.2    Gianelle, D.3
  • 30
    • 77951104380 scopus 로고    scopus 로고
    • Estimation of tree lists from airborne laser scanning by combining single-tree and area-based methods
    • Feb
    • E. Lindberg, J. Holmgren, K. Olofsson, J. Wallerman, and H. Olsson, Estimation of tree lists from airborne laser scanning by combining single-tree and area-based methods, Int. J. Remote Sens., vol. 31, no. 5, pp. 1175-1192, Feb. 2010
    • (2010) Int. J. Remote Sens , vol.31 , Issue.5 , pp. 1175-1192
    • Lindberg, E.1    Holmgren, J.2    Olofsson, K.3    Wallerman, J.4    Olsson, H.5
  • 31
    • 2342646308 scopus 로고    scopus 로고
    • Identifying species of individual trees using airborne laser scanner
    • DOI 10.1016/S0034-4257(03)00140-8, PII S0034425703001408
    • J. Holmgren and . Persson, Identifying species of individual trees using airborne laser scanner, Remote Sens. Environ., vol. 90, no. 1, pp. 415-423, Feb. 2004 (Pubitemid 38583628)
    • (2004) Remote Sensing of Environment , vol.90 , Issue.4 , pp. 415-423
    • Holmgren, J.1    Persson, A.2
  • 32
    • 77953963207 scopus 로고    scopus 로고
    • Tree species classification using airborne LiDAR-Effects of stand and tree parameters, downsizing of training set, intensity normalization, and sensor type
    • I. Korpela, H. rka, M. Maltamo, T. Tokola, and J. Hyypp, Tree species classification using airborne LiDAR-Effects of stand and tree parameters, downsizing of training set, intensity normalization, and sensor type, Silva Fennica, vol. 44, no. 1, pp. 319-339, 2010
    • (2010) Silva Fennica , vol.44 , Issue.1 , pp. 319-339
    • Korpela, I.1    Rka, H.2    Maltamo, M.3    Tokola, T.4    Hyypp, J.5
  • 33
    • 21244506784 scopus 로고    scopus 로고
    • Functions for estimating stem diameter and tree age using tree height crown width and existing stand database information
    • J. Kalliovirta and T. Tokola, Functions for estimating stem diameter and tree age using tree height, crown width and existing stand database information, Silva Fennica, vol. 39, no. 2, pp. 227-248, 2005
    • (2005) Silva Fennica , vol.39 , Issue.2 , pp. 227-248
    • Kalliovirta, J.1    Tokola, T.2
  • 34
    • 77949492502 scopus 로고    scopus 로고
    • Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics
    • Jun
    • J. Vauhkonen, I. Korpela, M. Maltamo, and T. Tokola, Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics, Remote Sens. Environ., vol. 114, no. 6, pp. 1263-1276, Jun. 2010.
    • (2010) Remote Sens. Environ , vol.114 , Issue.6 , pp. 1263-1276
    • Vauhkonen, J.1    Korpela, I.2    Maltamo, M.3    Tokola, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.