2021
DOI: 10.48550/arxiv.2106.08107
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ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images

Corinne Stucker,
Konrad Schindler

Abstract: Modern optical satellite sensors enable highresolution stereo reconstruction from space. But the challenging imaging conditions when observing the Earth from space push stereo matching to its limits. In practice, the resulting digital surface models (DSMs) are fairly noisy and often do not attain the accuracy needed for high-resolution applications such as 3D city modeling. Arguably, stereo correspondence based on low-level image similarity is insufficient and should be complemented with a-priori knowledge abo… Show more

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