Autonomous concrete crack detection using deep fully convolutional neural network
Sign Up to like & getrecommendations! Published in 2019 at "Automation in Construction"
DOI: 10.1016/j.autcon.2018.11.028
Abstract: Abstract Crack detection is a critical task in monitoring and inspection of civil engineering structures. Image classification and bounding box approaches have been proposed in existing vision-based automated concrete crack detection methods using deep convolutional… read more here.
Keywords: crack; using deep; concrete crack; network ... See more keywords
Automatic pixel-level detection method for concrete crack with channel-spatial attention convolution neural network
Sign Up to like & getrecommendations! Published in 2022 at "Structural Health Monitoring"
DOI: 10.1177/14759217221109496
Abstract: Concrete crack detection is a significant research problem in structural safety. However, the traditional manual inspection is a laborious and time-consuming method, and the detection accuracy is greatly limited by the work experience of engineers.… read more here.
Keywords: crack; channel spatial; spatial attention; concrete crack ... See more keywords