A. E. , Y. X. , O. J. , H. J. Kaartinen-h, and . Hyyppa-h, optimization of the scanning angle for countrywide laser scanningLaser scanning, ISPRS WG III, vol.3, issue.4, 2005.

A. H. Mcgaughey, R. J. , and R. S. , Estimating forest canopy fuel parameters using LIDAR data. Remote sensing of environnement, pp.441-449, 2005.

R. J. Krzystek-p and . Stilla-u, Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees, International Journal of Remote Sensing, vol.29, issue.5, pp.1407-1431, 2008.

A. H. , R. S. , and S. G. , Bayesian Object Recognition for the Analysis of Complex Forest Scenes in Airborne Laser Scanner Data, ISPRS Commission III Symposium, pp.35-41, 2002.

A. C. , Cartographie de la végétation en ville par télédétection évaluation des données a très haute résolution spatial de l'hyperspectral au multispectral application à la ville de rennes, 2016.

B. J. , R. J. Dez-g, L. M. Martins-f, and D. J. Dambrine-e,

L. Lidar, outil performant pour cartographier la hauteur des peuplements forestiers. Rendez-vous techniques Office National des Forêts, pp.32-39, 2011.

B. , T. , W. T. Landenberger-r, and J. B. Mcgraw, 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, pp.85-290, 2003.

C. Q. Baldocci-d and K. M. Gong-p, Isolating Individual Trees in a Savanna Woodland Using Small Footprint Lidar Data, Photogrammetric Engineering & Remote Sensing, vol.72, issue.8, pp.923-932, 2006.

D. T. , Potentialités d'un socle de données 3D pour une grande collectivité : la cas de Metz Métropole, 2014.

E. , J. S. Hudak, and A. , A multiscale curvature algorithm for classifying discrete return lidar in forested environments, IEEE Transactions on Geoscience and Remote Sensing, vol.45, pp.1029-1038, 2007.

F. A. , Cartographie 3D d'une forêt à partir de données LiDAR aéroporté Thèse présentée pour obtenir le grade de docteur en géophysique de l, 2012.

G. G. Kolbe-t, . Nagel-c, and . H. Hafele-k, OGC City Geography Markup Language (CityGML) Encoding Standard, Open Geospatial Consortium, 2012.

H. F. and H. C. , Analyse architecturale des arbres, Pont-de-la-Maye CTIFL, 1987.

H. R. Sternberg-s, Image Analysis Using Mathematical Morphology. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.9

H. B. Hollaus-m, L. H. Pfeifer-n, and . Wagner-w, Area-based parameterization of forest structure using full-waveform airborne laser scanning data, Proc. Silvilaser, pp.227-235, 2008.

H. M. Wagner-w, . Schadauer-k, and . Maier-b, Growing stock estimation for alpine forests in Austria: a robust lidar-based approach, Canadian Journal of Forest Research, vol.39, pp.1387-1400, 2009.

H. J. , K. O. Lehikoinen-m, and . Inkenen-m, A segmentation-based method to retrieve stem volume estimates from 3-dimensional tree height models produced by laser scanner, IEEE Transactions on Geoscience and Remote Sensing, pp.39969-975, 2001.

J. H. , L. W. Guo-q, and K. M. , Delineating Individual Trees from Lidar Data: A Comparison of Vector-and Raster-based Segmentation Approaches. Remote Sens, pp.4163-4186, 2013.

K. H. , H. J. , Y. X. Vastaranta-m, H. H. Kukko, A. Holopainen-m et al., An international comparison of individual tree detection and extraction using airborne laser scanning, Remote Sensing, vol.4, pp.950-974, 2012.

K. A. Skidmore-a and I. M. Hussin-y, Generating Pit-free Canopy Height Models from Airborne Lidar, Photogrammetric Engineering and Remote Sensing, vol.80, pp.9-863, 2014.

K. A. Skidmore-a and W. T. , Effect of slope on treetop detection using a LiDAR Canopy Height Model, In : ISPRS Journal of Photogrammetry and Remote Sensing, pp.104-148, 2015.

K. K. Hofle-b, Full-Waveform Airborne Laser Scanning in Vegetation Studies?A Review of Point Cloud and Waveform Features for Tree Species Classification. Forests, p.198, 2016.

K. J. Itten-k, Inversion of a lidar waveform model for forest biophysical parameter estimation. Geoscience and Remote Sensing Letters, IEEE, vol.3, issue.1, pp.49-53, 2006.

K. D. , L. W. , L. J. Biging-g, and G. P. , Detection of individual trees and estimation of tree height using LiDAR data, J For Res, vol.12, issue.6, pp.425-434, 2007.

L. S. , Utilisation de la télédétection et des techniques SIG pour détecter et prévenir les activités de déforestation illégales, 2006.

L. J. , Digital Image Enhancement and Noise Filtering by Use of Local Statistics, IEEE Trans. Pattern Anal. Mach. Intell, pp.2-165, 1980.

L. W. Guo-q, . K. Jakubowski-h, and . Kelly-m, A New Method for Segmenting Individual Trees from the Lidar Point Cloud, Photogrammetric Engineering and Remote Sensing, vol.78, issue.1, pp.75-84, 2012.

M. C. and C. N. David-n, Lidar aéroporté à retour d'onde complète: principe, traitements & applications, IGN, Séminaire LETG ? "Lidar et milieux naturels, p.63, 2014.

M. F. , DOBBERTINC M

, LiDAR-based geometric reconstruction of boreal type forest stands at single tree level for forest and wildland fire management. Remote Sens. Environ, pp.353-362, 2004.

P. J. Maltamo-m, H. J. , and Y. , Adaptive methods for individual tree detection on airborne laser based canopy height model. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp.36-187, 2004.

P. S. and W. R. , 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 and Remote Sensing, vol.70, pp.5-589, 2004.

P. U. Hyyppa-h, Reconstructing Tree Crowns from Laser Scanner Data for Feature Extraction, International Society for Photogrammetry and Remote Sensing ? ISPRS Commission III Symposium (PCV'02). 9-12 septembre 2003

R. J. , Benefit of airborne full waveform lidar for 3d segmentation an classification of single trees, ASPRS 2009 Annual Conference, 2009.

S. J. and M. J. , Normalized Cuts and Image Segmentation, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol.22, p.8, 2000.

S. V. Leduc-t, De l'influence de la végétation et du relief dans la simulation de la ville à l'échelle du quartier, SCAN'16, pp.125-134, 2016.

F. Toulouse,

S. P. , Morphological Image Analysis: Principles and Applications, 2003.

T. Kw, C. F. , and A. Pm, Three dimensional mapping of light transmittance and foliage distribution using lidar. Canadian journal of remote sensing, pp.29-544, 2003.

W. X. , Analyse de la qualité des MNT issus de vols LiDAR en forêt de montagne, 2013.

Y. C. Kao-s, L. F. , and H. P. , Twelve different interpolation methods: A case study of Surfer 8.0, ISPRS Archives, pp.778-785, 2004.

Y. X. , H. J. , and H. H. Maltamo-m, Effects of flight altitude on tree height estimation using airborne laser scanning, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2004.

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