Synthetic environments for vision-based structural condition assessment of Japanese high-speed railway viaducts

InstaDam: Open-Source Platform for Rapid Semantic Segmentation of Structural Damage

(2021) Vedhus Hoskere et al.   Applied Sciences-Basel

Postdisaster image‐based damage detection and repair cost estimation of reinforced concrete buildings using dual convolutional neural networks

(2020) Xiao Pan et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Efficient development of vision-based dense three-dimensional displacement measurement algorithms using physics-based graphics models

(2020) Yasutaka Narazaki et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

MaDnet: multi-task semantic segmentation of multiple types of structural materials and damage in images of civil infrastructure

(2020) Vedhus Hoskere et al.   Journal of Civil Structural Health Monitoring

Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring

(2019) Billie F. Spencer et al.   Engineering

Vision‐based automated bridge component recognition with high‐level scene consistency

(2019) Yasutaka Narazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Surface fatigue crack identification in steel box girder of bridges by a deep fusion convolutional neural network based on consumer-grade camera images

(2018) Yang Xu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick 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