A vision-based active learning convolutional neural network model for concrete surface crack detection

Structural crack detection using deep learning–based fully convolutional networks

(2019) Xiao-Wei Ye et al.   ADVANCES IN STRUCTURAL ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

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

Unified Vision-Based Methodology for Simultaneous Concrete Defect Detection and Geolocalization

(2018) Ruoxing Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Brief Review of Facial Emotion Recognition Based on Visual Information

(2018) Byoung Ko   SENSORS

Crack Damage Detection Method via Multiple Visual Features and Efficient Multi-Task Learning Model

(2018) Baoxian Wang et al.   SENSORS

Convolutional neural networks for automated damage recognition and damage type identification

(2018) Ceena Modarres et al.   Structural Control & Health Monitoring

Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning

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

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

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

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

Comparison of deep convolutional neural networks and edge detectors for image-based crack detection in concrete

(2018) Sattar Dorafshan et al.   CONSTRUCTION AND BUILDING MATERIALS

Cost-Effective Active Learning for Deep Image Classification

(2017) Keze Wang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Automatic Road Crack Detection Using Random Structured Forests

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

Concrete Crack Assessment Using Digital Image Processing and 3D Scene Reconstruction

(2016) Yu-Fei Liu et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Vision-Based Automated Crack Detection for Bridge Inspection

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

Deep learning

(2015) Yann LeCun et al.   NATURE

A survey on instance selection for active learning

(2012) Yifan Fu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

CrackTree: Automatic crack detection from pavement images

(2011) Qin Zou et al.   PATTERN RECOGNITION LETTERS