Deep cross-domain building extraction for selective depth estimation from oblique aerial imagery

23 Apr 2018Boitumelo RufLaurenz ThielMartin Weinmann

With the technological advancements of aerial imagery and accurate 3d reconstruction of urban environments, more and more attention has been paid to the automated analyses of urban areas. In our work, we examine two important aspects that allow live analysis of building structures in city models given oblique aerial imagery, namely automatic building extraction with convolutional neural networks (CNNs) and selective real-time depth estimation from aerial imagery... (read more)

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