EventsThe 18th Advanced Infrared Technology and Applications (AITA2025)
Published
This submission belongs to the session Session10. Session 10 of the event The 18th Advanced Infrared Technology and Applications (AITA2025)
Published date
29 Aug, 2025
Academic Editor
author-avatarHirotsugu Inoue
Citation
Cinzia Lastri, Centimeter-accurate railway key objects detection using point clouds acquired by mobile LiDAR operating in the InfraRed, in Proceedings of The 18th Advanced Infrared Technology and Applications (AITA2025), Kobe, Hyogo, 15 September–19 September 2025, MDPI: Basel, Switzerland
Share
Email
Facebook
Twitter
LinkedIn

Centimeter-accurate railway key objects detection using point clouds acquired by mobile LiDAR operating in the InfraRed

1. National Research Council of Italy (CNR-IFAC), Italy
Abstract

The automatic detection and accurate geolocation of key railway objects plays a crucial role in the mapping, monitoring and management of railway infrastructure. This study presents a novel approach for the identification and geolocation of key railway elements through point cloud analysis. The methodology relies on high-density LiDAR point clouds acquired along railway lines using a Mobile Laser Scanning system operating in the Infrared (IR). This research contributes to the advancement of railway mapping and monitoring technologies by providing an innovative solution that can be integrated into railway infrastructure management software.

Keywords
Automatic Object Recognition
Mobile Laser Scanning system
Railway Mapping and Safety
Development of far-Infrared detectors for nondestructive inspection of infrastructure buildings
Can transfer learning overcome the challenge of identifying lemming species in images taken in the near infrared spectrum?