Automatic Crack Detection on Road Pavements Using Encoder-Decoder Architecture

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

(2020) Zhun Fan et al.   Coatings

Technical and Economic Criteria to Select Pavement Surfaces of Port Handling Plants

(2019) Paola Di Mascio et al.   Coatings

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

(2019) Antonio Pantuso et al.   Sustainability

YOLOv3-Lite: A Lightweight Crack Detection Network for Aircraft Structure Based on Depthwise Separable Convolutions

(2019) Yadan Li et al.   Applied Sciences-Basel

Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection

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

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

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

Automatic Pixel-Level Pavement Crack Detection Using Information of Multi-Scale Neighborhoods

(2018) Dihao Ai et al.   IEEE Access

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

Automatic Pavement Crack Detection by Multi-Scale Image Fusion

(2018) Haifeng Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Experimental Evaluation of Interfacial Surface Cracks in Friction Welded Dissimilar Metals through Image Segmentation Technique (IST)

(2018) Gulam Sayeed Ahmed et al.   Materials

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

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

A Specified Procedure for Distress Identification and Assessment for Urban Road Surfaces Based on PCI

(2017) et al.   Coatings

Ride Quality Due to Road Surface Irregularities: Comparison of Different Methods Applied on a Set of Real Road Profiles

(2017) et al.   Coatings

A Simplified Computer Vision System for Road Surface Inspection and Maintenance

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

Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection

(2016) Rabih Amhaz et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automatic Road Crack Detection Using Random Structured Forests

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

The Aircraft Skin Crack Inspection Based on Different-Source Sensors and Support Vector Machines

(2016) Congqing Wang et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Deep learning

(2015) Yann LeCun et al.   NATURE

A Robotic Crack Inspection and Mapping System for Bridge Deck Maintenance

(2014) Ronny Salim Lim et al.   IEEE Transactions on Automation Science and Engineering

Automatic Road Crack Detection and Characterization

(2012) Henrique Oliveira et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Detecting Curves with Unknown Endpoints and Arbitrary Topology Using Minimal Paths

(2011) Vivek Kaul et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Perceptron Learning in Engineering Design

(2010) H. ADELI et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Bridge inspection robot system with machine vision

(2009) Je-Keun Oh et al.   AUTOMATION IN CONSTRUCTION

Navigating a Miniature Crawler Robot for Engineered Structure Inspection

(2008) Weihua Sheng et al.   IEEE Transactions on Automation Science and Engineering