International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B3, 2012
XXII ISPRS Congress, 25 August - 01 September 2012, Melbourne, Australia
ACKOWLEDGEMENT
The presented work has been conducted under the support of the
Cooperative Research Centre for Spatial Information. We thank
Prof. G. Vosselman at ITC for allowing us to use the Enschede
dataset for this research.
REFERENCES
Awrangjeb, M., Ravanbakhsh, M., Fraser, C., 2010. Automatic
detection of residential buildings using LIDAR data and
multispectral imagery. ISPRS Journal of Photogrammetry and
Remote Sensing, 65(5), pp. 457-467.
Bae, K. -H., Belton, D., Lichti, D. D., 2007. Pre-processing
procedures for raw point clouds from terrestrial laser scanners.
Journal of spatial science, 52(2), pp. 65-74.
Brenner, C., 2000. Towards fully automated generation of city
models. In: The International Archives of Photogrammetry,
Remote Sensing and Spatial Information Sciences, 33, pp. 85-
92.
Dorninger, P., Nothegger, C., 2007. 3D segmentation of
unstructured point clouds for building modelling. In: The
International Archives of Photogrammetry, Remote Sensing and
Spatial Information Sciences, 35, pp. 191-196.
Hammoudi, K., Dornaika, F., Soheilian, B., Paparoditis, N.,
2010. Extracting outlined planar clusters of street facades from
3D point clouds. In: JEEE Canadian Conference on Computer
and Robot Vision, pp. 122-129.
He, Y., 2010, Segment - based Approach for Digital Terrain
Model Derivation in Airborne Laser Scanning Data. M.Sc
thesis, University of Twente Faculty of Geo-Information and
Earth Observation (ITC), 63p.
Hoppe, H., DeRose, T., Duchamp, T., McDonald, J., Stuetzle
W., 1992. Surface reconstruction from unorganized points. In:
Computer Graphics (SIGGRAPH '92), 26, pp. 71-78.
Hug, C., 1997. Extracting Artificial Surface Objects from
Airborne Laser Scanner Data. In Grün, A., Baltsavias, E. P., and
Henricson, O. (Eds.), Automatic extraction of man-made objects
from aerial and space images (II), Birkháuser, Basel, pp. 203-
212.
Kim, E., Medioni,G., Urban scene understanding from aerial
and ground LIDAR data. Machine Vision and Application,
22(4), pp. 691-703.
Kim, K., Shan, J., 2011. Building roof modelling from airborne
laser scanning data based on level set approach. ISPRS Journal
of Photogrammetry and Remote Sensing, 66(4), pp. 484-497.
Levin, D., 2003. Mesh-independent surface interpolation. In
Geometric Modeling for Scientific Visualization, pp. 37-49.
Oude Elberink, S., 2008. Problems in Automated Building
Reconstruction based on Dense Airborne Laser Scanning Data.
In: The International Archives of Photogrammetry, Remote
Sensing and Spatial Information Sciences, 37, pp. 93-98.
118
Pauly M., Gros M., Kobbelt L.P., 2002. Efficient
simplification of point-sampled surfaces. In Proceedings of the
conference on Visualization '02, pp.163—170.
Rottensteiner, F., 2010, Automation of object extraction from
LIDAR in urban areas, In: IEEE International Geoscience and
Remote Sensing Symposium, pp. 1343-1346.
Rottensteiner, F., Briese, C., 2002. A new method for building
extraction in urban areas from high-resolution LIDAR data. In:
The International Archives of Photogrammetry, Remote Sensing
and Spatial Information Sciences, 34, pp. 295-301.
Rutzinger, M., Oude Elberink, S., Pu, S., Vosselman, G., 2009.
Automatic extraction of vertical walls from mobile and airborne
laser scanning data. In: The International Archives of
Photogrammetry, Remote Sensing and Spatial Information
Sciences, 38, pp. 7-11.
Sampath, A.; Shan, J., 2010. Segmentation and reconstruction
of polyhedral building roofs from aerial LIDAR point clouds.
IEEE Transactions on geosciences and remote sensing, 48(3),
pp. 1554-1567.
Schnabel R., Wahl R., Klein R., 2007. Efficient RANSAC for
pointcloud shape detection. In: Computer Graphics Forum,
26(2), pp. 214-226.
Tarsha-Kurdi F., Landes T., Grussenmeyer P., 2007. Hough-
transform and extended RANSAC algorithms for automatic
detection of 3d building roof planes from LIDAR data. In: The
International Archives of Photogrammetry, Remote Sensing and
Spatial Information Sciences, 36, pp. 407-412.
Vosselman, G., 1999. Building reconstruction using planar
faces in very high density height data. In: The International
Archives of Photogrammetry, Remote Sensing and Spatial
Information Sciences, 32, pp. 87-92.
Vosselman, G., Dijkman, S. 2001. 3D Building Model
Reconstruction from Point Clouds and Ground Plans. In: The
International Archives of Photogrammetry, Remote Sensing and
Spatial Information Sciences, 34, pp. 37-43.
KE!
ABS
The
An
loca
scan
a da
cada
1.1
The
expe
leve
deal
caus
The
outl
algo
buil
buil
Obj
lase:
LID
that
fron
moc
on a
data
Vos
imp
Hov
add
to a
poir
The
1.2
Eac
ranc
posi
usec
regi
ther
imp
