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Flavio Farroni

University of Naples Federico II

Italy

  • University of Naples Federico II

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Efficient Road Roughness Characterization Using Gaussian Process Regression and 2D Imaging

Downloads 137 (540,814)

Efficient Road Roughness Characterization Using Gaussian Process Regression and 2D Imaging

Number of pages: 22 Posted: 25 Oct 2025
Raffaele Stefanelli, Georgios Mavros, Miguel Martínez-García, James Knowles, Francesco Timpone and Flavio Farroni
University of Naples Federico II, Loughborough University, Loughborough University, Loughborough University, University of Naples Federico II and University of Naples Federico II
Downloads 72 (879,563)

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Surface Roughness, Image processing, Virtual Surface Reconstruction, Machine Learning

Efficient Road Roughness Characterization Using Gaussian Process Regression and 2D Imaging

Number of pages: 31 Posted: 22 Nov 2025
Raffaele Stefanelli, Georgios Mavros, Miguel Martínez-García, James Knowles, Francesco Timpone and Flavio Farroni
University of Naples Federico II, Loughborough University, Loughborough University, Loughborough University, University of Naples Federico II and University of Naples Federico II
Downloads 65 (938,792)

Abstract:

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Surface Roughness, Image Processing, Virtual Surface Reconstruction, Machine Learning