Intelligent pixel‐level detection of multiple distresses and surface design features on asphalt pavements

A novel U‐shaped encoder–decoder network with attention mechanism for detection and evaluation of road cracks at pixel level

(2022) Jun Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated crack severity level detection and classification for ballastless track slab using deep convolutional neural network

(2021) Weidong Wang et al.   AUTOMATION IN CONSTRUCTION

Automated Asphalt Pavement Raveling Detection and Classification using Convolutional Neural Network and Macrotexture Analysis

(2021) Yung-An Hsieh et al.   TRANSPORTATION RESEARCH RECORD

Cross‐scene pavement distress detection by a novel transfer learning framework

(2021) Yishun Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated joint faulting measurement based on full-lane 3D pavement surface data

(2021) Allen A. Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Machine vision-based surface crack analysis for transportation infrastructure

(2021) Wenbo Hu et al.   AUTOMATION IN CONSTRUCTION

Pixel-level pavement crack segmentation with encoder-decoder network

(2021) Youzhi Tang et al.   MEASUREMENT

Pavement defect detection with fully convolutional network and an uncertainty framework

(2020) Zheng Tong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

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

Development of an Automated Visibility Analysis Framework for Pavement Markings Based on the Deep Learning Approach

(2020) Kyubyung Kang et al.   Remote Sensing

Automatic pixel-level multiple damage detection of concrete structure using fully convolutional network

(2019) Shengyuan Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

FEMa: a finite element machine for fast learning

(2019) Danilo R. Pereira et al.   NEURAL COMPUTING & APPLICATIONS

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach

(2019) Nhat-Duc Hoang   ADVANCED ENGINEERING INFORMATICS

A dynamic ensemble learning algorithm for neural networks

(2019) Kazi Md. Rokibul Alam et al.   NEURAL COMPUTING & APPLICATIONS

Automatic detection of asphalt pavement raveling using image texture based feature extraction and stochastic gradient descent logistic regression

(2019) Nhat-Duc Hoang   AUTOMATION IN CONSTRUCTION

Road pothole extraction and safety evaluation by integration of point cloud and images derived from mobile mapping sensors

(2019) Hangbin Wu et al.   ADVANCED ENGINEERING INFORMATICS

Detection of sealed and unsealed cracks with complex backgrounds using deep convolutional neural network

(2019) Ju Huyan et al.   AUTOMATION IN CONSTRUCTION

Automatic road-marking detection and measurement from laser-scanning 3D profile data

(2019) Dejin Zhang et al.   AUTOMATION IN CONSTRUCTION

Pixel-Level Cracking Detection on 3D Asphalt Pavement Images Through Deep-Learning- Based CrackNet-V

(2019) Yue Fei et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection

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

Pothole Detection Using Computer Vision and Learning

(2019) Amita Dhiman 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

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

Deep Learning–Based Fully Automated Pavement Crack Detection on 3D Asphalt Surfaces with an Improved CrackNet

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

Automated Pixel-Level Pavement Crack Detection on 3D Asphalt Surfaces with a Recurrent Neural Network

(2018) Allen Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic Pixel-Level Crack Detection and Measurement Using Fully Convolutional Network

(2018) Xincong Yang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

(2018) Qin Zou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A New Neural Dynamic Classification Algorithm

(2017) Mohammad Hossein Rafiei et al.   IEEE Transactions on Neural Networks and Learning Systems

The Fast Prefix Coding Algorithm (FPCA) for 3D Pavement Surface Data Compression

(2016) Allen Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Patch detection for pavement assessment

(2015) Stefania C. Radopoulou et al.   AUTOMATION IN CONSTRUCTION

Automated Pothole Distress Assessment Using Asphalt Pavement Video Data

(2012) Christian Koch et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Pothole detection in asphalt pavement images

(2011) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS