Stereo-vision-based 3D concrete crack detection using adversarial learning with balanced ensemble discriminator networks

Automated pixel-level pavement distress detection based on stereo vision and deep learning

(2021) Jinchao Guan et al.   AUTOMATION IN CONSTRUCTION

Attribute-based structural damage identification by few-shot meta learning with inter-class knowledge transfer

(2020) Yang Xu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

(2020) Zhen Wang et al.   ADVANCES IN STRUCTURAL ENGINEERING

Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning

(2020) Dongho Kang et al.   AUTOMATION IN CONSTRUCTION

Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring

(2019) Billie F. Spencer et al.   Engineering

DeepCrack: A deep hierarchical feature learning architecture for crack segmentation

(2019) Yahui Liu et al.   NEUROCOMPUTING

Image‐based concrete crack assessment using mask and region‐based convolutional neural network

(2019) Byunghyun Kim et al.   Structural Control & Health Monitoring

Image‐based crack assessment of bridge piers using unmanned aerial vehicles and three‐dimensional scene reconstruction

(2019) Yu‐Fei Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

ERFNet: Efficient Residual Factorized ConvNet for Real-Time Semantic Segmentation

(2018) Eduardo Romera et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

(2017) Vivienne Sze et al.   PROCEEDINGS OF THE IEEE

Identification framework for cracks on a steel structure surface by a restricted Boltzmann machines algorithm based on consumer-grade camera images

(2017) Yang Xu et al.   Structural Control & Health Monitoring

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

Thermographic test for the geometric characterization of cracks in welding using IR image rectification

(2016) M. Rodríguez-Martín et al.   AUTOMATION IN CONSTRUCTION

Automatic Crack Detection and Measurement Based on Image Analysis

(2016) Romulo Goncalves Lins et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A stereovision-based crack width detection approach for concrete surface assessment

(2015) Baohua Shan et al.   KSCE Journal of Civil Engineering

IR Reflectance Imaging for Crystalline Si Solar Cell Crack Detection

(2015) Will S. M. Brooks et al.   IEEE Journal of Photovoltaics

Assessment of cracks in reinforced concrete by means of electrical resistance and image analysis

(2014) José Pacheco et al.   CONSTRUCTION AND BUILDING MATERIALS

Mathematical morphology for TOFD image analysis and automatic crack detection

(2014) Thouraya Merazi-Meksen et al.   ULTRASONICS

Image-based retrieval of concrete crack properties for bridge inspection

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

Image-Based Automated 3D Crack Detection for Post-disaster Building Assessment

(2013) Matthew M. Torok et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

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

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

Damage assessment on concrete surfaces using multi-spectral image analysis

(2012) J. Valença et al.   CONSTRUCTION AND BUILDING MATERIALS

Pavement crack characteristic detection based on sparse representation

(2012) Xiaoming Sun et al.   EURASIP Journal on Advances in Signal Processing

Automatic Crack Detection and Characterization During Ultrasonic Inspection

(2010) Thouraya Merazi Meksen et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW