Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding

Semantic segmentation of raw 3D point clouds is an essential component in 3D scene analysis, but it poses several challenges, primarily due to the non-Euclidean nature of 3D point clouds. Although, several deep learning based approaches have been proposed to address this task, but almost all of them...

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Veröffentlicht in:	arXiv.org 2020-11
Hauptverfasser:	Saqib Ali Khan, Shi, Yilei, Shahzad, Muhammad, Xiao Xiang Zhu
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Convolution Datasets Euclidean geometry Feature extraction Image segmentation Model accuracy Object recognition Remote sensing Scene analysis Spatial data Three dimensional models
Online-Zugang:	Volltext
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