Applying deep convolutional neural network with 3D reality mesh model for water tank crack detection and evaluation

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Patch-Based Crack Detection in Black Box Images Using Convolutional Neural Networks

(2019) Somin Park et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion

(2018) Fu-Chen Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning

(2018) Kaige Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Deep Learning–Based Fully Automated Pavement Crack Detection on 3D Asphalt Surfaces with an Improved CrackNet

(2018) Allen Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Deep learning based image recognition for crack and leakage defects of metro shield tunnel

(2018) Hong-wei Huang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

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

Automated detection of fault types in CCTV sewer surveys

(2018) Joshua Myrans et al.   JOURNAL OF HYDROINFORMATICS

Automated Vision-Based Detection of Cracks on Concrete Surfaces Using a Deep Learning Technique

(2018) Byunghyun Kim et al.   SENSORS

Autonomous concrete crack detection using deep fully convolutional neural network

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

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Recognition of asphalt pavement crack length using deep convolutional neural networks

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

Hybrid Procedure for Automated Detection of Cracking with 3D Pavement Data

(2016) G. Sollazzo et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

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

Image-based retrieval of concrete crack properties for bridge inspection

(2013) R.S. Adhikari et al.   AUTOMATION IN CONSTRUCTION

Machine Vision-Enhanced Postearthquake Inspection

(2013) Stephanie German et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A new methodology for non-contact accurate crack width measurement through photogrammetry for automated structural safety evaluation

(2013) Mohammad R Jahanshahi et al.   Smart Materials and Structures

Adaptive vision-based crack detection using 3D scene reconstruction for condition assessment of structures

(2012) Mohammad R. Jahanshahi et al.   AUTOMATION IN CONSTRUCTION

Texture Analysis Based Damage Detection of Ageing Infrastructural Elements

(2012) Michael O’Byrne et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated Pothole Distress Assessment Using Asphalt Pavement Video Data

(2012) Christian Koch et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Robust Automated Concrete Damage Detection Algorithms for Field Applications

(2012) David Lattanzi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Pothole detection in asphalt pavement images

(2011) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Visual retrieval of concrete crack properties for automated post-earthquake structural safety evaluation

(2011) Zhenhua Zhu et al.   AUTOMATION IN CONSTRUCTION

Concrete Crack Detection by Multiple Sequential Image Filtering

(2011) Takafumi Nishikawa et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

An innovative methodology for detection and quantification of cracks through incorporation of depth perception

(2011) Mohammad R. Jahanshahi et al.   MACHINE VISION AND APPLICATIONS

An expert system based on wavelet transform and radon neural network for pavement distress classification

(2010) Fereidoon Moghadas Nejad et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bridge inspection robot system with machine vision

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

Damage assessment for concrete structure using image processing techniques on acoustic borehole imagery

(2009) Shahid Kabir et al.   CONSTRUCTION AND BUILDING MATERIALS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Visual Pattern Recognition Supporting Defect Reporting and Condition Assessment of Wastewater Collection Systems

(2009) W. Guo et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Machine Vision-Based Concrete Surface Quality Assessment

(2009) Zhenhua Zhu et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Critical Assessment of Pavement Distress Segmentation Methods

(2009) Yi-Chang Tsai et al.   JOURNAL OF TRANSPORTATION ENGINEERING

High precision measurement of surface cracks using an optical system

(2009) R Christen et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Flaw detection in radiographic weldment images using morphological watershed segmentation technique

(2008) Alaknanda et al.   NDT & E INTERNATIONAL