Centimeter-Accurate Railway Key Objects Detection Using Point Clouds Acquired by Mobile LiDAR Operating in the Infrared

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.

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Published
2025-09-12
DOI
https://doi.org/10.3390/proceedings2025129039
Primary Topic
3D Surveying and Cultural Heritage
Type
article
Field-Weighted Citation Impact
0.00

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article

Centimeter-Accurate Railway Key Objects Detection Using Point Clouds Acquired by Mobile LiDAR Operating in the Infrared

Valentina Raimondi, Simone Durazzani, Lorenzo Palombi, Daniele Poggi et al.
3D Surveying and Cultural Heritage
article

Centimeter-Accurate Railway Key Objects Detection Using Point Clouds Acquired by Mobile LiDAR Operating in the Infrared

Valentina Raimondi, Simone Durazzani, Lorenzo Palombi, Daniele Poggi, Anna Eva Morabito, Cinzia Lastri
article en

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.

Nello Carrara Institute of Applied Physics (IT), Azienda Sanitaria di Firenze (IT), Ambiente Italia (Italy) (IT)
Regione Toscana, European Regional Development Fund
Openalex Percentile: Top 67%
3D Surveying and Cultural Heritage
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Centimeter-Accurate Railway Key Objects Detection Using Point Clouds Acquired by Mobile LiDAR Operating in the Infrared — Valentina Raimondi, Simone Durazzani, et al. · (2025) | TGRS Research Map | TGRS