Deep Learning on Point Clouds and Its Application: A Survey

Point cloud is a widely used 3D data form, which can be produced by depth sensors, such as Light Detection and Ranging (LIDAR) and RGB-D cameras. Being unordered and irregular, many researchers focused on the feature engineering of the point cloud. Being able to learn complex hierarchical structures...

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Bibliographic Details
Main Authors: Weiping Liu, Jia Sun, Wanyi Li, Ting Hu, Peng Wang
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/19/4188