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Improvement of Tiny Object Segmentation Accuracy in Aerial Images for Asphalt Pavement Pothole Detection

In this study, we propose an algorithm to improve the accuracy of tiny object segmentation for precise pothole detection on asphalt pavements. The approach comprises a three-step process: MOED, VAPOR, and Exception Processing, designed to extract pothole edges, validate the results, and manage detec...

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Detalles Bibliográficos
Autores principales: Kim, Sujong, Seo, Dongmahn, Jeon, Soobin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346315/
https://www.ncbi.nlm.nih.gov/pubmed/37447701
http://dx.doi.org/10.3390/s23135851