Automated bughole detection and quality performance assessment of concrete using image processing and deep convolutional neural networks

Data-Driven Structural Health Monitoring and Damage Detection through Deep Learning: State-of-the-Art Review

(2020) Mohsen Azimi et al.   SENSORS

Automatic damage detection of historic masonry buildings based on mobile deep learning

(2019) Niannian Wang et al.   AUTOMATION IN CONSTRUCTION

Instance-level recognition and quantification for concrete surface bughole based on deep learning

(2019) Fujia Wei et al.   AUTOMATION IN CONSTRUCTION

An investigation on the three-dimensional transport of chloride ions in concrete based on X-ray computed tomography technology

(2019) Ye Tian et al.   CONSTRUCTION AND BUILDING MATERIALS

Image-based concrete crack detection in tunnels using deep fully convolutional networks

(2019) Yupeng Ren et al.   CONSTRUCTION AND BUILDING MATERIALS

Optimal design for epoxy polymer concrete based on mechanical properties and durability aspects

(2019) Wahid Ferdous et al.   CONSTRUCTION AND BUILDING MATERIALS

A method of detecting the cracks of concrete undergo high-temperature

(2018) Lang Li 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

Autonomous concrete crack detection using deep fully convolutional neural network

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

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

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

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

(2015) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Expert system applied for classifying self-compacting concrete surface finish

(2013) Wilson Ricardo Leal da Silva et al.   ADVANCES IN ENGINEERING SOFTWARE

Image-based retrieval of concrete crack properties for bridge inspection

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

Defect detection and quantification system to support subjective visual quality inspection via a digital image processing: A tiling work case study

(2012) Chollada Laofor et al.   AUTOMATION IN CONSTRUCTION

A segmentation method using Otsu and fuzzy k-Means for stereovision matching in hemispherical images from forest environments

(2011) P. Javier Herrera et al.   APPLIED SOFT COMPUTING

Design and optimization of an instrument for measuring bughole rating of concrete surfaces

(2010) Tarik Ozkul et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Bridge inspection robot system with machine vision

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

Machine Vision-Based Concrete Surface Quality Assessment

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

Methods for threshold optimization for images collected from contrast enhanced concrete surfaces for air-void system characterization

(2008) Karl Peterson et al.   MATERIALS CHARACTERIZATION