Image based techniques for crack detection, classification and quantification in asphalt pavement: a review

H Zakeri, FM Nejad, A Fahimifar - Archives of Computational Methods in …, 2017 - Springer
Pavement condition information is a significant component in Pavement Management
Systems. The labeling and quantification of the type, severity, and extent of surface cracking …

A real-time automatic pavement crack and pothole recognition system for mobile Android-based devices

A Tedeschi, F Benedetto - Advanced Engineering Informatics, 2017 - Elsevier
Due to the rapid growth of vehicles and traffic accidents caused by road pavement defects,
road safety has become a pressing concern worldwide. For this reason, Countries and …

The method of the road surface crack detection by the improved Otsu threshold

Y Quan, J Sun, Y Zhang… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
With great economic value and practical value, the road crack detection is critical for road
rehabilitation. In this paper, an improved Otsu threshold crack detection method based on …

[HTML][HTML] Pavement distress detection with deep learning using the orthoframes acquired by a mobile mapping system

A Riid, R Louk, R Pihlak, A Tepljakov, K Vassiljeva - Applied Sciences, 2019 - mdpi.com
The subject matter of this research article is automatic detection of pavement distress on
highway roads using computer vision algorithms. Specifically, deep learning convolutional …

3D laser imaging and sparse points grouping for pavement crack detection

Q Li, D Zhang, Q Zou, H Lin - 2017 25th European Signal …, 2017 - ieeexplore.ieee.org
Traditional optical imaging has limitations in capturing and representing pavement cracks
due to the impact of illumination variations and cast shadows. In this work, laser-imaging …

[PDF][PDF] Deep learning methods for classification of road defects

NT Huong, NT Long, А Kozlov, N Tomin… - International Journal of …, 2021 - aut.upt.ro
Many methods are proposed in the classification of pavement defects through the extraction
of features from data and the use of machine learning algorithms to solve the problem. But …

MÔ HÌNH TOÁN HỌC CHO BÀI TOÁN PHÂN LOẠI CÁC KHUYẾT TẬT MẶT ĐƯỜNG

PT Liên, TT Tuyết, NQ Hiệp, NT Dung… - TNU Journal of …, 2022 - jst.tnu.edu.vn
Tóm tắt Hệ thống phân loại và phát hiện khuyết tật mặt đường dựa trên thuật toán máy học
vốn đã rất tiên tiến và ngày càng chứng tỏ những ưu điểm vượt trội của mình. Trong bài báo …

[PDF][PDF] MATHEMATICAL MODEL FOR THE PROBLEM OF CLASSIFICATION OF PAVEMENT DEFECTS

PT Lien, TT Tuyet, NQ Hiep, NT Dung, KT Dung… - scholar.dlu.edu.vn
The road surface defect detection and classification system based on machine learning
algorithms is already very advanced and is increasingly proving its outstanding advantages …