Segmentation of forest terrain laser scan data

Proceedings - VRCAI 2010, ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Application to Industry

Volumn , Issue , 2010, Pages 47-54

  Li, Hongjun ^a,b   Zhang, Xiaopeng ^a   Jaeger, Marc ^c   Constant, Thiéry ^d  

^a INSTITUTE OF AUTOMATION   (China)

^b BEIJING FORESTRY UNIVERSITY   (China)

^c CIRAD   (France)

^d LERFoB   (France)

Author keywords

Crown reconstruction; DTM; Forest segmentation; Laser scan 3D reconstruction; Tree; Trunk; Virtual trees and forest

Indexed keywords

CROWN RECONSTRUCTION; DTM; FOREST SEGMENTATION; LASER SCAN 3D RECONSTRUCTION; TREE; TRUNK; VIRTUAL TREE;

FORESTRY; INTERACTIVE COMPUTER GRAPHICS; LANDFORMS; VIRTUAL REALITY;

THREE DIMENSIONAL;

COMPUTER GRAPHICS; CROWNS; DATA PROCESSING; IMAGE ANALYSIS; LASERS; SCANNING; STEMS; THREE DIMENSIONAL DESIGN; TREES;

EID: 79951845002     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1900179.1900188     Document Type: Conference Paper

References (17)

1. ASCHOFF, T., AND SPIECKER, H. 2004. Algorithms for the automatic detection of trees in laser scanner data. In ISPRS:2004 WG VIII/2, Laser-Scanners for Forest and Landscape Assessment, Oct. 3-6, Freiburg, Germany, vol. XXXVI-8/W2, 71-75.
2. BUCKSCH, A., LINDENBERGH, R., AND MENENTI, M. 2009. Applications for point cloud skeletonizations in forestry and agriculture. In Proc. SPIE 7460,2009.
3. CHENG, Z., ZHANG, X., AND FOURCAUD, T. 2006. Tree skeleton extraction from a single range image. In Proc. of PMA06, IEEE Computer Society, Los Alamitos, CA, USA, 274-281.
4. DAI, M., ZHANG, X., ZHANG, Y., AND JAEGER, M. 2009. Segmentation of point cloud scanned from trees. Workshop on 3D content and applications with ACCV 2009.
5. DEUSSEN, O., AND LINTERMANN, B. 2004. Digital Design of Nature. Springer.
6. GOLOVINSKIY, A., KIM, V., AND FUNKHOUSER, T. 2009. Shape-based recognition of 3d point clouds in urban environments. In International Conference on Computer Vision. Sept. 2009.
7. HEURICHAB, M., AND WEINACKERC, H. 2004. Automated tree detection and measurments in temperate forest of central europe using laserscanning data. In ISPRS:2004 WG VIII/2, Oct. 3-6, Freiburg, Germany, vol. XXXVI-8/W2, 198-203.
8. HUI, X., NATHAN, G., AND BAOQUAN, C. 2007. Knowledge and heuristic-based modeling of laser-scanned trees. ACM Trans. Graph. 26, 4, 19.
9. LALONDE, J., VANDAPEL, N., AND HEBERT, M. 2006. Automatic three-dimensional point cloud processing for forest inventory. In CMU-RI-TR-0621, Robotics Inst., C. Mellon Univ.
10. MAAS, H., BIENERT, A., SCHELLER, S., AND KEANE, E. 2008. Automatic forest inventory parameter determination from terrestrial laser scanner data. International Journal of Remote Sensing 29, 5 (Mar.), 1579-1593. (Pubitemid 351321089)
11. MOORTHY, I., MILLER, J. R., HU, B., BERNI, J. A. J., ZARCOTEJADA, P. J., AND LI, Q. 2007. Extracting tree crown properties from ground-based scanning laser data. In IGARSS, 2007.
12. NING, X., ZHANG, X., AND WANG, Y. 2009. Tree segmentation from scanned scene data. In Proc of PMA09, 360-367.
13. PFEIFER, N., GORTE, B., AND WINTERHALDER, D. 2004. Automatic reconstruction of single trees from terrestrial laser scanner data. In Proc. 20th ISPRS Congress, 114-119.
14. PYYSALO, U., AND HYYPPAE, H. 2002. Reconstructing tree crowns from laser scanner data for feature extraction. In ISPRS Commission III, Sept. 9-13, 2002, Graz, Austria, B-218 ff.
15. REITBERGER, J., HEURICH, M., KRZYSTEK, P., AND STILLA, U. 2007. Single tree detection in forest areas with high-density lidar data. In PIA07. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sc., 36 (3/W49B).
16. SIMONSE, M., ASCHOFF, T., SPIECKER, H., AND THIES, M. 2003. Automatic determination of forest inventory parameters using terrestrial laser scanning. In ScandLaser Scientific Workshop on Airborne Laser, Sweden, 251-257.
17. VASTARANTA, M., MELKAS, T., HOLOPAINEN, M., KAARTINEN, H., HYYPP, J., AND HYYPP, H. 2008. Comparison of different laser-based methods to measure stem diameter. In SilviLaser 2008, Sept. 17-19, Edinburgh, UK.