Pavement defect detection with fully convolutional network and an uncertainty framework

Deep Transfer Learning for Image-Based Structural Damage Recognition

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

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Autonomous microscopic bunch inspection using region-based deep learning for evaluating graphite powder dispersion

(2018) Hai Liu et al.   CONSTRUCTION AND BUILDING MATERIALS

Innovative method for recognizing subgrade defects based on a convolutional neural network

(2018) Zheng Tong et al.   CONSTRUCTION AND BUILDING MATERIALS

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Regional parallel structure based CNN for thermal infrared face identification

(2018) Peng Wang et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images

(2018) Miguel A. Molina-Cabello et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Evidential box particle filter using belief function theory

(2018) Tuan Anh Tran et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Identification of elastic properties in the belief function framework

(2018) Liqi Sui et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning

(2018) Hyunjun Kim et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Convolutional Neural Network for Asphalt Pavement Surface Texture Analysis

(2018) Zheng Tong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Damage Classification for Masonry Historic Structures Using Convolutional Neural Networks Based on Still Images

(2018) Niannian Wang 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 blur type classification via ensemble SVM

(2018) Rui Wang et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Autonomous concrete crack detection using deep fully convolutional neural network

(2018) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Learning Pooling for Convolutional Neural Network

(2017) Manli Sun et al.   NEUROCOMPUTING

Recognition of asphalt pavement crack length using deep convolutional neural networks

(2017) Zheng Tong et al.   Road Materials and Pavement Design

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Rank-based pooling for deep convolutional neural networks

(2016) Zenglin Shi et al.   NEURAL NETWORKS

Deep learning

(2015) Yann LeCun et al.   NATURE

Big Data Deep Learning: Challenges and Perspectives

(2014) Xue-Wen Chen et al.   IEEE Access

An optimum feature extraction method based on Wavelet–Radon Transform and Dynamic Neural Network for pavement distress classification

(2011) Fereidoon Moghadas Nejad et al.   EXPERT SYSTEMS WITH APPLICATIONS

CrackTree: Automatic crack detection from pavement images

(2011) Qin Zou et al.   PATTERN RECOGNITION LETTERS

Theory and Applications of Robust Optimization

(2011) Dimitris Bertsimas et al.   SIAM REVIEW

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Fast crack detection method for large-size concrete surface images using percolation-based image processing

(2009) Tomoyuki Yamaguchi et al.   MACHINE VISION AND APPLICATIONS