205 citations · 445 across the 11 of their papers we have counts for
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cs.CV2018★ 50 cited
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds
Francis Engelmann, Theodora Kontogianni, Jonas Schult +1
In this paper, we present a deep learning architecture which addresses the problem of 3D semantic segmentation of unstructured point clouds. Compared to previous work, we introduce…
cs.CV2018★ 205 cited
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds
Francis Engelmann, Theodora Kontogianni, Alexander Hermans +1
Deep learning approaches have made tremendous progress in the field of semantic segmentation over the past few years. However, most current approaches operate in the 2D image space…