Reconstructing 3D City Models by Merging Ground-Based and Airborne Views

Autor:	Christian Frueh, Avideh Zakhor
Rok vydání:	2003
Předmět:	business.product_category 3D city models Downtown Computer science ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Terrain Data set Facade Digital surface business Roof ComputingMethodologies_COMPUTERGRAPHICS Digital camera Remote sensing
Zdroj:	Visual Content Processing and Representation ISBN: 9783540200819 VLBV Web of Science
DOI:	10.1007/978-3-540-39798-4_39
Popis:	In this paper, we present a fast approach to automated generation of textured 3D city models with both high details at ground level, and complete coverage for bird’s-eye view. A close-range facade model is acquired at the ground level by driving a vehicle equipped with laser scanners and a digital camera under normal traffic conditions on public roads; a far-range Digital Surface Map (DSM), containing complementary roof and terrain shape, is created from airborne laser scans, then triangulated, and finally texture mapped with aerial imagery. The facade models are registered with respect to the DSM by using Monte-Carlo-Localization, and then merged with the DSM by removing redundant parts and filling gaps. The developed algorithms are evaluated on a data set acquired in downtown Berkeley.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8ab02f1bb6cccbaf49476b9857b32e27 https://doi.org/10.1007/978-3-540-39798-4_39 Zobrazit plný text záznamu