A real-time detection framework for road cracks in noisy and morphologically complex environments

An automated road defect detection system is a key part of intelligent traffic infrastructure maintenance. Existing object detection models have slow inference speed and low detection accuracy. This problem is more serious under shadows, oil stains, and occlusion from natural environments. Detection...

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Bibliographic Details
Main Authors: Fan, Luxin, Tang, Sai Hong, Ariffin, Mohd Khairol Anuar B.Mohd, Ismail, Mohd Idris Shah
Format: Article
Language:en
Published: Nature Research 2026
Subjects:
Online Access:http://psasir.upm.edu.my/id/eprint/124735/1/124735.pdf
http://psasir.upm.edu.my/id/eprint/124735/
https://www.nature.com/articles/s41598-026-41043-y
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