3D object detection using improved PointRCNN

Recently, two-dimensional object detection (2D object detection) has been introduced in numerous applications such as building exterior diagnosis, crime prevention and surveillance, and medical fields. However, the distance (depth) information is not enough for indoor robot navigation, robot graspin...

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Bibliographic Details
Main Authors: Kazuki Fukitani, Ishiyama Shin, Huimin Lu, Shuo Yang, Tohru Kamiya, Yoshihisa Nakatoh, Seiichi Serikawa
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2022-01-01
Series:Cognitive Robotics
Online Access:http://www.sciencedirect.com/science/article/pii/S2667241322000222