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International Journal of Pavement Engineering Volume 24, 2023 - Issue 2
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Research Article

Automated pavement distress segmentation on asphalt surfaces using a deep learning network

Tian WenKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0003-4205-4106View further author information
ORCID Icon,
Shuo DingKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaView further author information
,
Hong LangKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaCorrespondence[email protected]
[email protected]
ORCID Iconhttps://orcid.org/0000-0003-1015-5797View further author information
ORCID Icon,
Jian John LuKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaView further author information
,
Ye YuanKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaView further author information
,
Yichuan PengKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaView further author information
,
Jiang ChenKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaView further author information
&
Aidi WangKey Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai, People's Republic of ChinaView further author information
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Article: 2027414 | Received 14 May 2021, Accepted 05 Jan 2022, Published online: 31 Jan 2022

Citations (13)

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Read on this site (2)

Ángela Alonso-Solorzano, Heriberto Pérez-Acebo, Daniel J. Findley & Hernán Gonzalo-Orden. (2023) Transition probability matrices for pavement deterioration modelling with variable duty cycle times. International Journal of Pavement Engineering 24:2.
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G. Bosurgi, M. Modica, O. Pellegrino & G. Sollazzo. (2023) An automatic pothole detection algorithm using pavement 3D data. International Journal of Pavement Engineering 24:2.
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Articles from other publishers (11)

Ravi Khatri & Kuldeep Kumar. 2024. Computing, Communication and Learning. Computing, Communication and Learning 27 38 .
Wenzheng Zhang, Changyue Wu, Weidong Man & Mingyue Liu. (2023) Dual-Channel Semi-Supervised Adversarial Network for Building Segmentation from UAV-Captured Images. Remote Sensing 15:23, pages 5608.
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Zhengchao Xu, Zhe Dai, Zhaoyun Sun, Wei Li & Shi Dong. (2023) Pavement Image Enhancement in Pixel-Wise Based on Multi-Level Semantic Information. IEEE Transactions on Intelligent Transportation Systems 24:12, pages 15077-15091.
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Kelum Sandamal, Sachini Shashiprabha, Nitin Muttil & Upaka Rathnayake. (2023) Pavement Roughness Prediction Using Explainable and Supervised Machine Learning Technique for Long-Term Performance. Sustainability 15:12, pages 9617.
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Amir Shtayat & Sara Moridpour. (2023) An Alternative System for Assessing Pavement Condition in the Event of an Epidemic: A Case of COVID-19. Sustainability 15:10, pages 8227.
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Ángela Alonso Solórzano, Heriberto Pérez Acebo, Alaitz Linares Unamunzaga & Hernán Gonzalo Orden. (2023) Probabilistic International Roughness Index (IRI) prediction model for a climate homogeneous region. Transportation Research Procedia 71, pages 46-52.
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Ayla Ocak, Sinan Melih Nigdeli, Gebrail Bekdaş & Ümit Işıkdağ. 2023. Hybrid Metaheuristics in Structural Engineering. Hybrid Metaheuristics in Structural Engineering 265 288 .
Rakshitha R & Srinath S. (2022) A Comprehensive Review on Asphalt Pavement Distress Detection and Assessment based on Artificial Intelligence. A Comprehensive Review on Asphalt Pavement Distress Detection and Assessment based on Artificial Intelligence.
Alessandro Mei, Emiliano Zampetti, Paola Di Mascio, Giuliano Fontinovo, Paolo Papa & Antonio D’Andrea. (2022) ROADS—Rover for Bituminous Pavement Distress Survey: An Unmanned Ground Vehicle (UGV) Prototype for Pavement Distress Evaluation. Sensors 22:9, pages 3414.
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Ye Yuan, Qingwen Xue, Hong Lang, Jie Zhu, Jiang Chen & Peng Yuan. 2022. Smart Transportation Systems 2022. Smart Transportation Systems 2022 133 140 .
Ankit Khatri, Ravi Khatri, Abhishek Kumar & Kuldeep Kumar. 2022. Computing, Communication and Learning. Computing, Communication and Learning 195 207 .

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