Deep learning based point cloud registration: an overview

Point cloud registration aims at finding a rigid transformation to align one point cloud to another one. It is a fundamental problem in computer vision and robotics, which has been widely used in various applications, such as 3D reconstruction, SLAM (simultaneous localization and mapping), and auton...

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Bibliographic Details
Main Authors: Zhiyuan Zhang, Yuchao Dai, Jiadai Sun
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2020-06-01
Series:Virtual Reality & Intelligent Hardware
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2096579620300383