From DSM to 3D building models: A quantitative evaluation
2013 (English)In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives / [ed] Sorgel U., Heipke C., Jacobsen K., Rottensteiner F., Gottingen: Copernicus gesellschaft MBH , 2013, Vol. 40, no 1W1, 213-219 p.Conference paper (Refereed)
The paper reviews the state-of-the-art in 3D city models and building block generation, with a description of the most common solutions and approaches. Then the digital reconstruction and comparison of LoD1 and LoD2 building models obtained with commercial packages and using different input data are presented. As input data, a DSM at 1m resolution derived from a GeoEye-1 stereo-pair, a DSM from an aerial block at 50 cm GSD and a LiDAR-based DSM at 1m resolution are used. The geometric buildings produced with each dataset are evaluated with respect to some ground-truth measurements but also compared between them. Problems such as the quality of the input DSM, the accuracy of the necessary vector datasets containing the building footprints, the flexibility of the approaches and the potentialities of each dataset will be discussed. As reconstruction of the building models is largely influenced by the quality of the building footprints, which may be out-of-date or slightly shifted with respect to the employed DSMs/DTMs, an in-house method is being developed to derive them starting from the produced DSMs.
Place, publisher, year, edition, pages
Gottingen: Copernicus gesellschaft MBH , 2013. Vol. 40, no 1W1, 213-219 p.
, International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, ISSN 2194-9034 ; 1W1
3D buildings, City model, DSM, Geometry, LoD, Quantitative analyses, Chemical analysis, Input output programs, 3D building models, Commercial packages, Digital reconstruction, Quantitative evaluation, Buildings
Other Computer and Information Science
IdentifiersURN: urn:nbn:se:hig:diva-19487ISI: 000358215100038ScopusID: 2-s2.0-84898803910OAI: oai:DiVA.org:hig-19487DiVA: diva2:817919
ISPRS Hannover Workshop 2013, 'High-Resolution Earth Imaging for Geospatial Information', 21-24 May 2013, Hannover, Germany