Pavement distress detection using convolutional neural networks with images captured via UAV

Variability evaluation of gradation for asphalt mixture in asphalt pavement construction

(2021) Ying Gao et al.   AUTOMATION IN CONSTRUCTION

Evaluation of Pavement Rutting Based on Driving Safety of Vehicles

(2021) Yanshun Jia et al.   International Journal of Pavement Research and Technology

Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses

(2020) Hamed Majidifard et al.   TRANSPORTATION RESEARCH RECORD

Integrating three-dimensional road design and pavement structure analysis based on BIM

(2020) Fanlong Tang et al.   AUTOMATION IN CONSTRUCTION

CrackU-net: A novel deep convolutional neural network for pixelwise pavement crack detection

(2020) Ju Huyan et al.   Structural Control & Health Monitoring

Deep machine learning approach to develop a new asphalt pavement condition index

(2020) Hamed Majidifard et al.   CONSTRUCTION AND BUILDING MATERIALS

Analysis of Optimal Flight Parameters of Unmanned Aerial Vehicles (UAVs) for Detecting Potholes in Pavements

(2020) Eduardo Romero-Chambi et al.   Applied Sciences-Basel

A cost effective solution for pavement crack inspection using cameras and deep neural networks

(2020) Qipei Mei et al.   CONSTRUCTION AND BUILDING MATERIALS

LCA and LCCA based multi-objective optimization of pavement maintenance

(2020) Mengyu Huang et al.   JOURNAL OF CLEANER PRODUCTION

A comparative long-term effectiveness assessment of preventive maintenance treatments under various environmental conditions

(2020) Yanshun Jia et al.   CONSTRUCTION AND BUILDING MATERIALS

Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring

(2019) Billie F. Spencer et al.   Engineering

CornerNet: Detecting Objects as Paired Keypoints

(2019) Hei Law et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

UAV Photogrammetry-Based 3D Road Distress Detection

(2019) Yumin Tan et al.   ISPRS International Journal of Geo-Information

Characterization of agglomeration of reclaimed asphalt pavement for cold recycling

(2019) Junqing Zhu et al.   CONSTRUCTION AND BUILDING MATERIALS

Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection

(2019) Fan Yang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Synthesis of Unmanned Aerial Vehicle Applications for Infrastructures

(2018) Luis Duque et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Application of Crack Identification Techniques for an Aging Concrete Bridge Inspection Using an Unmanned Aerial Vehicle

(2018) In-Ho Kim et al.   SENSORS

Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery

(2018) Yifan Pan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic Road Crack Detection Using Random Structured Forests

(2016) Yong Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

(2015) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS