Mask-SL RCNN: Feature-Enhanced 3D Object Detection Network for Point Clouds

At present, with the original point cloud as input, most of the object detectors use Pointnet++ to extract features of the point cloud based on the Farthest Point Sampling (FPS). However, affected by FPS, feature extraction is incomplete and unstable. Moreover, high-level semantic features lack the...

Full description

Bibliographic Details
Main Authors: Yuanhong Zhong, Guangxia Yang, Dihang Deng, Panliang Tang, Fan Ren
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Photonics Journal
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10266671/