Classificazione OBIA automatica di elementi stradali acquisiti con laser scanner

This paper shows the results obtained by classifying point clouds from LiDAR using Object Based Image Analysis (OBIA) with Trimble's eCognition software. This is a pilot project that demonstrates promising prospects for the application of OBIA analysis to the field of laser acquisitions. The p...

Description complète

Enregistré dans:
Détails bibliographiques
Auteur principal: Vera Costantini
Format: article
Langue:EN
IT
Publié: mediaGEO soc. coop. 2021
Sujets:
Accès en ligne:https://doaj.org/article/dba45d0a21ab41c6a70108bbf857d1bb
Tags: Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
Description
Résumé:This paper shows the results obtained by classifying point clouds from LiDAR using Object Based Image Analysis (OBIA) with Trimble's eCognition software. This is a pilot project that demonstrates promising prospects for the application of OBIA analysis to the field of laser acquisitions. The point cloud acquired with LiDAR technology was automatically classified within eCognition Developer 10 software, in order to extract the main elements of a motorway axis. The result is excellent, also considering the fact that there was no manual editing. We reached an accuracy of 86% in identification of the targets.