Deep Global Features for Point Cloud Alignment

Point cloud registration is a key problem in computer vision applications and involves finding a rigid transform from a point cloud into another such that they align together. The iterative closest point (ICP) method is a simple and effective solution that converges to a local optimum. However, desp...

Full description

Bibliographic Details
Main Authors: Ahmed El Khazari, Yue Que, Thai Leang Sung, Hyo Jong Lee
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sensors
Subjects:
ICP
Online Access:https://www.mdpi.com/1424-8220/20/14/4032