SIMPLIFIED 3D CITY MODELS FROM LIDAR
Aerial laser scan data is widely used to produce 2 1/2D digital elevation models automatically. However, creating full 3D city models from this data is a complex task. A simplified 3D model, like a 2 1/2D model with vertical walls will be easier to produce automatically, especially when the model is...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2012-07-01
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| Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Online Access: | http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XXXIX-B2/1/2012/isprsarchives-XXXIX-B2-1-2012.pdf |
| Summary: | Aerial laser scan data is widely used to produce 2 1/2D digital elevation models automatically. However, creating full 3D city models
from this data is a complex task. A simplified 3D model, like a 2 1/2D model with vertical walls will be easier to produce
automatically, especially when the model is not produced to look nice, but just to give realistic results in an analysis or a simulation.
To be able to include vertical walls in a 2 1/2D model we extend the TIN data structure in such way that the height of a vertex is stored
implicitly in a way that allows multiple heights and efficient processing at the same time. To generate the city model we first apply
data reduction in planar areas of an initial TIN. Next, we segment the TIN into planar segments for the ground, walls and roof
planes. Finally, we intersect the segments to obtain a 2 1/2D model with slightly slanted walls, which should be adjusted to become
exactly vertical. The results for simulated point cloud data are near-perfect. Real aerial laser scan data are more challenging, but the
method still gives promising results. |
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| ISSN: | 1682-1750 2194-9034 |