An Improved Point Cloud Descriptor for Vision Based Robotic Grasping System

In this paper, a novel global point cloud descriptor is proposed for reliable object recognition and pose estimation, which can be effectively applied to robot grasping operation. The viewpoint feature histogram (VFH) is widely used in three-dimensional (3D) object recognition and pose estimation in...

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Bibliographic Details
Main Authors: Fei Wang, Chen Liang, Changlei Ru, Hongtai Cheng
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/10/2225