PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Point cloud is an important type of geometric data structure. Due to its irregular format, most researchers transform such data to regular 3D voxel grids or collections of images. This, however, renders data unnecessarily voluminous and causes issues. In this paper, we design a novel type of neural...

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Vydané v:	2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) s. 77 - 85
Hlavní autori:	Charles, R. Qi, Hao Su, Mo Kaichun, Guibas, Leonidas J.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.07.2017
Predmet:	Computer architecture Feature extraction Machine learning Semantics Shape Three-dimensional displays
ISSN:	1063-6919, 1063-6919
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