A Study on the Effect of Multispectral LiDAR Data on Automated Semantic Segmentation of 3D-Point Clouds

A Study on the Effect of Multispectral LiDAR Data on Automated Semantic Segmentation of 3D-Point Clouds

Mobile mapping is an application field of ever-increasing relevance. Data of the surrounding environment is typically captured using combinations of LiDAR systems and cameras. The large amounts of measurement data are then processed and interpreted, which is often done automated using neural network...

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Bibliographic Details
Main Authors: Valentin Vierhub-Lorenz, Maximilian Kellner, Oliver Zipfel, Alexander Reiterer
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Remote Sensing
Subjects:
mobile mapping
multispectral LiDAR
convolutional neural network (CNN)
deep learning
semantic segmentation
Online Access:https://www.mdpi.com/2072-4292/14/24/6349

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