[HTML][HTML] ResDepth: A deep residual prior for 3D reconstruction from high-resolution satellite images

C Stucker, K Schindler - ISPRS Journal of Photogrammetry and Remote …, 2022 - Elsevier
Modern optical satellite sensors enable high-resolution stereo reconstruction from space.
But the challenging imaging conditions when observing the Earth from space push stereo …

[HTML][HTML] DSM-to-LoD2: Spaceborne stereo digital surface model refinement

K Bittner, P d'Angelo, M Körner, P Reinartz - Remote Sensing, 2018 - mdpi.com
A digital surface model (DSM) provides the geometry and structure of an urban environment
with buildings being the most prominent objects in it. Built-up areas change with time due to …

Performance evaluation for 3-D city model generation of six different DSMs from air-and spaceborne sensors

B Sirmacek, H Taubenbock, P Reinartz… - IEEE Journal of …, 2012 - ieeexplore.ieee.org
Since remote sensing provides more and more sensors and techniques to accumulate data
on urban regions, three-dimensional representations of these complex environments gained …

A generalized multi-task learning approach to stereo DSM filtering in urban areas

L Liebel, K Bittner, M Körner - ISPRS Journal of Photogrammetry and …, 2020 - Elsevier
City models and height maps of urban areas serve as a valuable data source for numerous
applications, such as disaster management or city planning. While this information is not …

Multi-task cgan for simultaneous spaceborne dsm refinement and roof-type classification

K Bittner, M Körner, F Fraundorfer, P Reinartz - Remote Sensing, 2019 - mdpi.com
Various deep learning applications benefit from multi-task learning with multiple regression
and classification objectives by taking advantage of the similarities between individual tasks …

Fusing stereo and multispectral data from WorldView-2 for urban modeling

T Krauss, B Sirmacek, H Arefi… - … and Technologies for …, 2012 - spiedigitallibrary.org
Using the capability of WorldView-2 to acquire very high resolution (VHR) stereo imagery
together with as much as eight spectral channels allows the worldwide monitoring of any …

Assessment of building heights from pléiades satellite imagery for the Nyarugenge sector, Kigali, Rwanda

F Bachofer - Rwanda Journal, 2016 - ajol.info
Quantitative and qualitative information about land-use and buildings are important for
spatial planning decision processes. The proposed study determines the suitability of …

[PDF][PDF] A SVM-based approach to extract building footprints from Pléiades satellite imagery

F Bachofer, V Hochschild - Geotech Rwanda 2015, 2015 - researchgate.net
Quantitative and qualitative information about land-use and buildings are important for
spatial planning decision processes. The presented study determines the suitability of …

Automatic reconstruction of regular buildings using a shape‐based balloon snake model

D Yari, M Mokhtarzade, H Ebadi… - The Photogrammetric …, 2014 - Wiley Online Library
Buildings are regarded as the most prominent man‐made objects: hence, their automatic
extraction from aerial and satellite images has attracted the interest of photogrammetric …

Conceptual and methodological frameworks for large scale and high resolution analysis of the physical flood vulnerability of buildings

A Blanco, J Schanze - Electrical Measuring Instruments and …, 2012 - books.google.com
The impacts of floods on buildings in urban areas are increasing due to ie the intensification
of extreme weather events, unplanned or uncontrolled settlements and rising vulnerability of …