2D Digital Image Correlation and Region-Based Convolutional Neural Network in Monitoring and Evaluation of Surface Cracks in Concrete Structural Elements

Towards Low-Cost Pavement Condition Health Monitoring and Analysis Using Deep Learning

(2020) Ronald Roberts et al.   Applied Sciences-Basel

Multi-technique damage monitoring of concrete beams: Acoustic Emission, Digital Image Correlation, Dynamic Identification

(2020) Giuseppe Lacidogna et al.   CONSTRUCTION AND BUILDING MATERIALS

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

(2020) Mohsen Azimi et al.   SENSORS

Detection of Flaws in Concrete Using Ultrasonic Tomography and Convolutional Neural Networks

(2020) Marek Słoński et al.   Materials

Feasibility Study of Digital Image Correlation in Determining Strains in Concrete Exposed to Fire

(2020) Katarzyna Mróz et al.   Materials

Region-Based CNN Method with Deformable Modules for Visually Classifying Concrete Cracks

(2020) Lu Deng et al.   Applied Sciences-Basel

Automated crack detection and measurement based on digital image correlation

(2020) Nicola Gehri et al.   CONSTRUCTION AND BUILDING MATERIALS

Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring

(2019) Billie F. Spencer et al.   Engineering

Vision-based measurement of crack generation and evolution during static testing of concrete sleepers

(2019) Liu Rui et al.   ENGINEERING FRACTURE MECHANICS

Novel Electromagnetic Sensors Embedded in Reinforced Concrete Beams for Crack Detection

(2019) Michaela Gkantou et al.   SENSORS

Real‐time crack assessment using deep neural networks with wall‐climbing unmanned aerial system

(2019) Shang Jiang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Digital image correlation for surface deformation measurement: historical developments, recent advances and future goals

(2018) Bing Pan   MEASUREMENT SCIENCE and 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

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

Characterisation of concrete cracking during laboratorial tests using image processing

(2011) J. Valença et al.   CONSTRUCTION AND BUILDING MATERIALS

Measurements and Calculations of the Width of the Fracture Process Zones on the Surface of Notched Concrete Beams

(2009) Ł. Skarżyński et al.   STRAIN

Digital Image Correlation for Specimens with Multiple Growing Cracks

(2008) J. D. Helm   EXPERIMENTAL MECHANICS