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Review article

First published 2023-4-27

A review on computer vision and machine learning techniques for automated road surface defect and distress detection

Xuejing Chen, Sira Yongchareon, Martin Knoche

Journal of Smart Cities and Society

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Research article

First published 2025

BL-YOLOV11: An improved model for road defect detection

Xianlei Ge, Xuanxin Zhou, Bin Jiang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2019-11

A Simplified Method of Detecting Spot Surface Defects by using Quasi-3D Data from a Conventional Road Profiler

Masayuki Eguchi, Akira Kawamura, Kazuya Tomiyama [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2018-2

Machine learning algorithms application to road defects classification

T.H. Nguyen, T.L. Nguyen, D.N. Sidorov [...]

Intelligent Decision Technologies

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Research article

First published 2021-06-21

An automatic assessment of road condition from aerial imagery using modified VGG architecture in faster-RCNN framework

A. Malini, P. Priyadharshini, S. Sabeena

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2001

Advantages and Limits of Different Road Roughness Profile Signal-Processing Procedures Applied in Europe

Yves Delanne, Paulo A. A. Pereira

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-6

Development of a Smartphone Application Serving Pavement Management Engineers

Damien Stephens, Mena I. Souliman, Matthew Vechione [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2002-12

Color and Defective Color Vision as Factors in the Conspicuity of Signs and Signals

Kylie A. O'Brien, Barry L. Cole, Jennifer D. Maddocks [...]

Human Factors: The Journal of the Human Factors and Ergonomics Society

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Research article

First published 2005

Methodology for Detection of Defect Locations in Pavement Profile

Shubham Rawool, Emmanuel G. Fernando

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-6

Machine learning-based soft-sensor development for road quality classification

Roland Nagy, Alex Kummer, János Abonyi [...]

Journal of Vibration and Control

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