BUILDING ROOF VECTORIZATION WITH PPGNET

A challenge in data-based 3D building reconstruction is to find the exact edges of roof facet polygons. Although these edges are visible in orthoimages, convolution-based edge detectors also find many other edges due to shadows and textures. In this feasibility study, we apply machine learning to so...

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Bibliographic Details
Main Authors: S. Hensel, S. Goebbels, M. Kada
Format: Article
Language:English
Published: Copernicus Publications 2021-10-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLVI-4-W4-2021/85/2021/isprs-archives-XLVI-4-W4-2021-85-2021.pdf