296 citations · 1.4k across the 42 of their papers we have counts for
4 papers · 1 filter
Learning Aerial Image Segmentation from Online Maps
Pascal Kaiser, Jan Dirk Wegner, Aurelien Lucchi +3
This study deals with semantic segmentation of high-resolution (aerial) images where a semantic class label is assigned to each pixel via supervised classification as a basis for a…
Semantically Informed Multiview Surface Refinement
Maros Blaha, Mathias Rothermel, Martin R. Oswald +5
We present a method to jointly refine the geometry and semantic segmentation of 3D surface meshes. Our method alternates between updating the shape and the semantic labels. In the…
Towards seamless multi-view scene analysis from satellite to street-level
Sébastien Lefèvre, Devis Tuia, Jan Dirk Wegner +2
In this paper, we discuss and review how combined multi-view imagery from satellite to street-level can benefit scene analysis. Numerous works exist that merge information from rem…
Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark
Timo Hackel, Nikolay Savinov, Lubor Ladicky +3
This paper presents a new 3D point cloud classification benchmark data set with over four billion manually labelled points, meant as input for data-hungry (deep) learning methods.…