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Applications for point cloud skeletonizations in forestry and agriculture

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
In recent years, both airborne and terrestrial laser scanning developed to a standard technique for acquiring information on terrestrial landscapes. Here forest inventory and orchard management is considered. Inventory and parameterization of individual trees in orchards and forests are of large interest in nowadays society because of the potential of economical maximization of orchard production and the sustainable nnanagement of forests. Complex objects like trees require a detailed structural analysis before an analysis of single trees is possible. Skeletonization is such a structural description that enables the extraction of length, diarneters, volumes and position of individual branches but also of trees as a whole. Ln this paper an overview of current possibilities for skeletonization algorithms on trees is given. A new method of skeletonization, especially designed for the analysis of tree data is deseribed and its applicability demonstrated on airborne and terrestrial laser scanning scenarios. The evidence reviewed in this paper leads to conclude that skeletonization is a valuable tool for forest inventory and orchard management. It will be shown that skeletonization offers the possibility of species independent measurement of trees, which make skeletonization a general tool for parameter extraction on trees that empowers also research fields different from orchard management and forest inventory.
Czasopismo
Rocznik
Tom
Strony
65--75
Opis fizyczny
Bibliogr. 22 poz., rys., tab.
Twórcy
autor
autor
  • Delft Institute of Earth Observation and Space Systems (DEOS), Delft University of Technology, The Netherlands
Bibliografia
  • [1] [AHN 2009] AHN:actual height model of the Netherlands. http://www.ahn.nl/, last visited: 17. April 2009.
  • [2] [Asselman et al., 2002] Asselman,N. Middelkoop, H Straatsma, M.R.M and Jesse, E.V.P. 2002: Assessment of the hydraulic roughness of river flood plains using laser altimetry. In: F. Dyer, M. Thoms and J. Olley, Editors, TheStructure, Function and Management Implications of Fluvial Sedimentary Systems, IAHS Publication Vol. 276, International Commission On Continental Erosion and Unesco, Alice Springs,pp. 381–388.
  • [3] [Baptist 2005] Baptist, M.Modelling floodplain biogemorphology, PhD Thesis at Delft University of Technology,Delft University Press, Vol. 5 Delft Hydraulic Series.
  • [4] [Biasotti et al. 2008] Biasotti, Silvia Attali, Dominique Boissonnat, Jean-Daniel Edelsbrunner,Herbert Elber,Gershon Mortara, Michela Sanniti di Baja, Gabriella Spagnuolo, Michela Tanase, Mirela and Veltkamp, Remco 2008: Skeletal Structures. Chapter 6 in: Shape Analysis and Structuring, L. De Floriani, M. Spagnuolo (Eds.) Springer 2008.
  • [5] [Bucksch et al. 2008] Bucksch, Alexander, Lindenbergh, Roderik 2008: CAMPINO - A skeletonization method for point cloud processing. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 63, No. 1, pp. 115-127.
  • [6] [Bucksch et al. 2009a] Bucksch, Alexander, Lindenbergh, Roderik and Menenti, Massimo 2009: SkelTre - Fast skeletonization of imperfect point clouds of botanic trees. Eurographics/ACM Siggraph Symposium on 3D Object Retrieval, München 28.March-3.April 2009.
  • [7] [Cornea et al. 2007] Cornea,Nicu D., Min,Patrick, Silver,Deborah 2006: Curve-Skeleton Properties, Applications, and Algorithms. IEEE Transactions on Visualization and Computer Graphics Vol. 13, No. 3, pp.530—548.
  • [8] [Fleck 2002] Fleck, Stefan 2002: Integrated analysis of relationships between 3D-structure, leaf photosynthesis, and branch transpiration of mature Fagus sylvatica and Quercus petraea trees in a mixed forest stand. PhD thesis at University of Bayreuth. Bayreuth er Forum Ökologie, Vol. 97, 1-183.
  • [9] [Fleck et al. 2004] Fleck, S., van der Zande,D., Schmidt, M. Coppin, P. 2004: Reconstructions of tree structure from laser-scans and their use to predict physiological properties and processes in canopies. International Archives ofthe Photogrammetry, Remote Sensing and Spatial Information Sciences 36 (8/W2), 119-123.
  • [10] [Fleck et al. 2009] Fleck,S., Embree,C.G., Nichols,D. 2009: The systematic influence of Crop Load, SpurType, 3D-Canopy Structure, and Leaf Zonal Chlorosis on Leaf Photosynthesis of ‘Honeycrisp’ Apple Trees. ActaHorticulturae (submitted).
  • [11] [Gorte et al. 2004] Gorte, Ben Pfeifer,Norbert. 2004: Structuring laser-scanned trees using 3D mathematical morphology. International Archives of Photogrammetry and Remote Sensing, Vol. XXXV, B5, pp. 929-933.
  • [12] [Gorte 2006] Gorte,Ben. 2006: Skeletonization of Laser-Scanned Trees in the 3D Raster Domain. Lecture notes in geoinformation and cartography innovations in 3D Geo Information Systems pp. 371-38. Berlin Heidelberg: Springer.
  • [13] [Lukacs et al. 1998] Lukacs,Gabor Martin,Ralph Marshall,Dave 1998: Faithful Least-squares Fitting of Spheres, Cylinders, Cones and Tori for Reliable Segmentation. ECCV'98: Proceedings of the 5th European Conference on Computer Vision-Volume I, pp. 671—686.
  • [14] [Palágyi et al. 2001] Palágyi,K. Sorantin,E. Balogh,E. Kuba,A. Halmai,C. Erdôhelyi,B. Hausegger, K. 2001: A sequential 3D thinning algorithm and its medical applications. In Proceedings: 17th Int. Conf. Information Processing in Medical Imaging, IPMI Davis, USA, Lecture Notes in Computer Science, Springer.
  • [15] [Popescu et al. 2003] Popescu,S C Wynne,R H Nelson,R F 2003: Measuring individual tree crown diameter with LiDAR and assessing its influence on estimating forest volume and biomass. Canadian Journal of Remote Sensing Vol. 29, No. 5, pp. 564-577.
  • [16] [Rabbani 2006] Rabbani,Tahir 2006: Automatic reconstruction of industrial installations using point clouds and images. P.h.D. thesis, Delft University of Technology, The Netherlands.
  • [17] [Shan et al. 2008] Shan,J. and Toth,C. (Eds.) 2008: Topographic Laser Ranging and Scanning. CRC Press.
  • [18] [Serra 1982] Serra,Jean 1982: Image Analysis and Mathematical Morphology. Academic Press, London.
  • [19] [Xu et al. 2007] Xu,Hui, Gossett,Nathan, Chen,Baoquan 2007: Knowledge and heuristic-based modeling of laser-scanned trees. ACM Transactions on Graphics (TOG) Vol. 26, No. 4.
  • [20] [Næsset et al. 2002], Næsset,E and Okland,T 2002: Estimating tree height and tree crown properties usingairborne scanning laser in a boreal nature reserve. Remote Sensing of Environment, Vol.79, Nr. 1, pp.105-115.
  • [21] [Woodall et al. 2006] Woodall, Christopher Hansen, Mark Brand, Gary McRoberts, Ronald Gallion, Joey;Jepsen .Ed 2006:
  • [22] Idiana's forests 1999-2003 Resour. Bull. NC-253B. St. Paul, MN: U.S. Department of Agriculture, Forest Service, North Central Research Station.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-PWAB-0003-0008
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