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Alexander Campo-Ramírez

1 paper indexed

crossrefFuture Transportation2025-08-05

Automated Vehicle Classification and Counting in Toll Plazas Using LiDAR-Based Point Cloud Processing and Machine Learning Techniques

Alexander Campo-Ramírez, Eduardo F. Caicedo-Bravo, Bladimir Bacca-Cortes

This paper presents the design and implementation of a high-precision vehicle detection and classification system for toll stations on national highways in Colombia, leveraging LiDAR-based 3D point cloud processing and supervised machine learning. The system integrates a multi-se…

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