Data Preparation Impact on Semantic Segmentation of 3D Mobile LiDAR Point Clouds Using Deep Neural Networks

Data Preparation Impact on Semantic Segmentation of 3D Mobile LiDAR Point Clouds Using Deep Neural Networks

Currently, 3D point clouds are being used widely due to their reliability in presenting 3D objects and accurately localizing them. However, raw point clouds are unstructured and do not contain semantic information about the objects. Recently, dedicated deep neural networks have been proposed for the...

Full description

Bibliographic Details
Main Authors: Reza Mahmoudi Kouhi, Sylvie Daniel, Philippe Giguère
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Remote Sensing
Subjects:
semantic segmentation
3D point cloud
deep neural networks
LiDAR
Online Access:https://www.mdpi.com/2072-4292/15/4/982

Similar Items

Similar Items