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

Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions

(2017) Michał Koziarski et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

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

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

Vision-Based Automated Crack Detection for Bridge Inspection

(2015) Chul Min Yeum et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automatic Crack Detection and Classification Method for Subway Tunnel Safety Monitoring

(2014) Wenyu Zhang et al.   SENSORS

Selective Search for Object Recognition

(2013) J. R. R. Uijlings et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Crack detection limits in unit based masonry with terrestrial laser scanning

(2013) Debra F. Laefer et al.   NDT & E INTERNATIONAL

Morphology-Based Crack Detection for Steel Slabs

(2012) A. Landstrom et al.   IEEE Journal of Selected Topics in Signal Processing

Automatic Road Defect Detection by Textural Pattern Recognition Based on AdaBoost

(2011) Aurélien Cord et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Perceptron Learning in Engineering Design

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

A SVM-based pipeline leakage detection and pre-warning system

(2009) Zhigang Qu et al.   MEASUREMENT

Gear crack level identification based on weighted K nearest neighbor classification algorithm

(2009) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING