Automatic Pavement Crack Detection Fusing Attention Mechanism

A critical review and comparative study on image segmentation-based techniques for pavement crack detection

(2022) Narges Kheradmandi et al.   CONSTRUCTION AND BUILDING MATERIALS

Asphalt Pavement Crack Detection Based on Convolutional Neural Network and Infrared Thermography

(2022) Fangyu Liu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Two-step deep learning approach for pavement crack damage detection and segmentation

(2022) Yongqing Jiang et al.   International Journal of Pavement Engineering

Detection of Highway Pavement Damage Based on a CNN Using Grayscale and HOG Features

(2022) Guo-Hong Chen et al.   SENSORS

Concrete Road Crack Detection Using Deep Learning-Based Faster R-CNN Method

(2021) Kemal Hacıefendioğlu et al.   Iranian Journal of Science and Technology-Transactions of Civil Engineering

Deep learning-based road damage detection and classification for multiple countries

(2021) Deeksha Arya et al.   AUTOMATION IN CONSTRUCTION

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

(2021) Junqing Zhu et al.   AUTOMATION IN CONSTRUCTION

Smart Pothole Detection Using Deep Learning Based on Dilated Convolution

(2021) Khaled R. Ahmed   SENSORS

Ensemble of Deep Convolutional Neural Networks for Automatic Pavement Crack Detection and Measurement

(2020) Zhun Fan et al.   Coatings

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

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

Generative adversarial network for road damage detection

(2020) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic Crack Detection on Road Pavements Using Encoder-Decoder Architecture

(2020) Zhun Fan et al.   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

Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection

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

Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning

(2018) Kaige Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A Simplified Computer Vision System for Road Surface Inspection and Maintenance

(2016) Marcos Quintana et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS