Analysis of PCI accuracy in flexible pavements using night images processed in Matlab

  • Jhossepth Guerra
  • , Flor Rayme
  • , Manuel Silvera
  • , Renatto Gonzales
  • , Daniel Palacios Alonso

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

Road safety is compromised by poor road conditions, which can trigger various types of accidents. It is essential to detect, and report affected areas to ensure the integrity and functionality of road infrastructure, facilitating fast and accurate actions. In this study, an innovative approach is adopted using night images processed with Matlab. In addition, histogram equalization is applied to improve the quality of the images, automatically adjusting the luminosity of the colors for a more accurate assessment of the faults. Experimental validation on a road in Chorrillos, Lima, demonstrates that the proposed model achieves an accuracy of over 97.2% in identifying damages, highlighting its performance in real conditions. This approach not only optimizes road maintenance, but also contributes significantly to the prevention and timely correction of situations that affect vehicular circulation.

Idioma originalInglés
Título de la publicación alojada2024 10th International Conference on Innovation and Trends in Engineering, CONIITI 2024 - Proceedings
EditorialInstitute of Electrical and Electronics Engineers Inc.
Edición2024
ISBN (versión digital)9798331531720
DOI
EstadoPublicada - 2024
Publicado de forma externa
Evento10th International Conference on Innovation and Trends in Engineering, CONIITI 2024 - Bogota, Colombia
Duración: 2 oct. 20244 oct. 2024

Conferencia

Conferencia10th International Conference on Innovation and Trends in Engineering, CONIITI 2024
País/TerritorioColombia
CiudadBogota
Período2/10/244/10/24

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