A deep learning approach for fast detection and classification of concrete damage
Sign Up to like & getrecommendations! Published in 2021 at "Automation in Construction"
DOI: 10.1016/j.autcon.2021.103785
Abstract: Abstract The detection and classification of concrete damage are essential for keeping the infrastructure in good condition which have become a focused area. It is worth noting that the inference speed and accuracy of object… read more here.
Keywords: detection classification; classification concrete; damage; object detection ... See more keywords
Study of concrete damage mechanism under hydrostatic pressure by numerical simulations
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DOI: 10.1016/j.conbuildmat.2017.11.083
Abstract: Abstract Current material models commonly assume concrete does not suffer damage under hydrostatic pressure. However concrete damages were observed in recent true tri-axial tests. Hydrostatic pressures varying from 30 MPa to 500 MPa were applied on the… read more here.
Keywords: concrete damage; numerical simulations; damage; damage mechanism ... See more keywords
Concrete Damage under Fatigue Loading in Uniaxial Compression
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DOI: 10.14359/51689477
Abstract: INTRODUCTION During fatigue loading, the properties of concrete undergo alterations that result in damage. The progressive damage of a concrete element can be observed from the evolution of various deformation parameters, such as total strain,… read more here.
Keywords: fatigue loading; concrete damage; damage; loading uniaxial ... See more keywords
Automated Multiple Concrete Damage Detection Using Instance Segmentation Deep Learning Model
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10228008
Abstract: In many developed countries with a long history of urbanization, there is an increasing need for automated computer vision (CV)-based inspection to replace conventional labor-intensive visual inspection. This paper proposes a technique for the automated… read more here.
Keywords: detection; multiple concrete; segmentation; concrete damage ... See more keywords