Auscultation of cracks in asphalt pavements plays a fundamental role for ensuring transportation infrastructure maintenance and longevity. This paper presents a system that combines neural network algorithms to detect, classify, and segment pavement cracks in order to produce reports of the concentration of cracks in asphalt pavements. The proposed approach generates a choropleth map that allows road inspectors to quickly determine the state of the pavement and get more information on the type of cracks present on the pavement. By implementing this system, continuous auscultation of asphalt pavements becomes feasible, contributing to effective infrastructure management and maintenance practices.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Crack Auscultation in Asphalt Pavements Using Computer Vision


    Weitere Titelangaben:

    Lect. Notes Electrical Eng.


    Beteiligte:
    Bellotti, Francesco (Herausgeber:in) / Grammatikakis, Miltos D. (Herausgeber:in) / Mansour, Ali (Herausgeber:in) / Ruo Roch, Massimo (Herausgeber:in) / Seepold, Ralf (Herausgeber:in) / Solanas, Agusti (Herausgeber:in) / Berta, Riccardo (Herausgeber:in) / Cortez Médici, Emanuel A. (Autor:in) / Petrino, Ricardo (Autor:in) / Cortez, Ramón (Autor:in)

    Kongress:

    International Conference on Applications in Electronics Pervading Industry, Environment and Society ; 2023 ; Genoa, Italy September 28, 2023 - September 29, 2023



    Erscheinungsdatum :

    2024-01-13


    Format / Umfang :

    7 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Evaluation of Moisture Damage under Crack-Sealed Asphalt Pavements in Louisiana

    Mousa, Momen R. / Elseifi, Mostafa A. / Zhang, Zhongjie et al. | Transportation Research Record | 2019


    Maintenance of asphalt pavements

    Simpson, R.H. | Engineering Index Backfile | 1929


    Cost-Effectiveness of Crack Sealing Materials and Techniques for Asphalt Pavements

    Johnson, David R. / Freeman, Reed B. / Stevenson, James R. | Transportation Research Record | 2000