Automatic Detection of Cracks in Asphalt Pavement Using Deep Learning to Overcome Weaknesses in Images and GIS Visualization

Automatic detection method of cracks from concrete surface imagery using two‐step light gradient boosting machine

(2020) Pang‐jo Chun et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Crack Detection and Segmentation Using Deep Learning with 3D Reality Mesh Model for Quantitative Assessment and Integrated Visualization

(2020) Rony Kalfarisi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Development of a Machine Learning-Based Damage Identification Method Using Multi-Point Simultaneous Acceleration Measurement Results

(2020) Pang-jo Chun et al.   SENSORS

Random forest-based evaluation technique for internal damage in reinforced concrete featuring multiple nondestructive testing results

(2020) Pang-jo Chun et al.   CONSTRUCTION AND BUILDING MATERIALS

Automated pavement crack detection and segmentation based on two‐step convolutional neural network

(2020) Jingwei Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Crack Detection from a Concrete Surface Image Based on Semantic Segmentation Using Deep Learning

(2020) Tatsuro Yamane et al.   Journal of Advanced Concrete Technology

Modeling the international roughness index performance on semi-rigid pavements in single carriageway roads

(2020) Heriberto Pérez-Acebo et al.   CONSTRUCTION AND BUILDING MATERIALS

Analysis of Pavement Condition Survey Data for Effective Implementation of a Network Level Pavement Management Program for Kazakhstan

(2019) Antonio Pantuso et al.   Sustainability

Modelling pavement serviceability of urban roads using deterministic and probabilistic approaches

(2019) Luis Fuentes et al.   International Journal of Pavement Engineering

Evaluation of Tensile Performance of Steel Members by Analysis of Corroded Steel Surface Using Deep Learning

(2019) Pang-jo Chun et al.   Metals

The pavements cost due to traffic overloads

(2018) Jorge C. Pais et al.   International Journal of Pavement Engineering

Image Processing–Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony

(2018) Nhat-Duc Hoang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Research Trends in Pavement Management during the First Years of the 21st Century: A Bibliometric Analysis during the 2000–2013 Period

(2018) Heriberto Pérez-Acebo et al.   Applied Sciences-Basel

IRI Sensitivity to the Influence of Surface Distress on Flexible Pavements

(2018) Ufuk Kırbaş   Coatings

Investigation and modelling of asphalt pavement performance in cold regions

(2017) Waleed Zeiada et al.   International Journal of Pavement Engineering

Automatic Pavement-Crack Detection and Segmentation Based on Steerable Matched Filtering and an Active Contour Model

(2017) Shuai Li et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE