Classification of Building Parts in Real City Point Clouds
S. Schiffel, F. Fehring, G. Behrens, in: 36th European Photovoltaic Solar Energy Conference and Exhibition, WIP, 2019.
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Konferenzbeitrag
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Abstract
In this work we have developed an algorithm which allows to classify building parts in the form of 3D point clouds. For the generation of the 3D models we flow over a test area in Bielefeld, Germany by plane and generated the model. The plane had a 100-megapixel sensor system from Danish company Phase One. We started to classify cut out building parts. The results show that the presented method is able to classify single building parts. The classification precision of balcony, window, gable and chimney are 93%, 90%, 54% and 88% respectively. And the accuracy of our method achieved 89.6%.
Erscheinungsjahr
Titel des Konferenzbandes
36th European Photovoltaic Solar Energy Conference and Exhibition
Konferenz
36th European Photovoltaic Solar Energy Conference and Exhibition
Konferenzort
Marseille, France
Konferenzdatum
2019-09-09 – 2019-09-13
FH-PUB-ID
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Schiffel, S. ; Fehring, Florian ; Behrens, Grit: Classification of Building Parts in Real City Point Clouds. In: 36th European Photovoltaic Solar Energy Conference and Exhibition : WIP, 2019
Schiffel S, Fehring F, Behrens G. Classification of Building Parts in Real City Point Clouds. In: 36th European Photovoltaic Solar Energy Conference and Exhibition. WIP; 2019. doi:10.4229/EUPVSEC20192019-6BV.4.5
Schiffel, S., Fehring, F., & Behrens, G. (2019). Classification of Building Parts in Real City Point Clouds. In 36th European Photovoltaic Solar Energy Conference and Exhibition. Marseille, France: WIP. https://doi.org/10.4229/EUPVSEC20192019-6BV.4.5
@inproceedings{Schiffel_Fehring_Behrens_2019, title={Classification of Building Parts in Real City Point Clouds}, DOI={10.4229/EUPVSEC20192019-6BV.4.5}, booktitle={36th European Photovoltaic Solar Energy Conference and Exhibition}, publisher={WIP}, author={Schiffel, S. and Fehring, Florian and Behrens, Grit}, year={2019} }
Schiffel, S., Florian Fehring, and Grit Behrens. “Classification of Building Parts in Real City Point Clouds.” In 36th European Photovoltaic Solar Energy Conference and Exhibition. WIP, 2019. https://doi.org/10.4229/EUPVSEC20192019-6BV.4.5.
S. Schiffel, F. Fehring, and G. Behrens, “Classification of Building Parts in Real City Point Clouds,” in 36th European Photovoltaic Solar Energy Conference and Exhibition, Marseille, France, 2019.
Schiffel, S., et al. “Classification of Building Parts in Real City Point Clouds.” 36th European Photovoltaic Solar Energy Conference and Exhibition, WIP, 2019, doi:10.4229/EUPVSEC20192019-6BV.4.5.
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