Research on Automatic Crack Detection for Concrete Infrastructures Using Image Processing and Deep Learning

Posted on June 10, 2021Categories Science and TechnologyTags , , ,   Leave a comment on Research on Automatic Crack Detection for Concrete Infrastructures Using Image Processing and Deep Learning

Automatic crack detection is a critical task in the generation of a crack map for existing concrete infrastructure inspection. This paper describes an automatic crack detection and classification method based on a genetic algorithm (GA) for optimizing image processing technique parameters (IPTs). Under various complex photometric conditions, the crack detection results of concrete infrastructure surface images remain noise pixels. Following that, a deep convolution neural network (CNN) method is used to automatically classify crack candidates and non-crack candidates. Furthermore, the … Continue reading “Research on Automatic Crack Detection for Concrete Infrastructures Using Image Processing and Deep Learning”