...Haoran Liu; Xiulong Sun; Shiying Liu; Shucheng Yuan; Wei Liang Purpose With the rapid advancement of computer vision and deep learning, crack detection has transitioned from manual inspection to automated approaches. However, challenges such as varying illumination and environmental noise continue...

... mechanical properties. To detect these cracks, non-destructive testing (NDTs) methods are often used, but they come with high costs and time delays, as samples need to be extracted from production at given intervals. To overcome these limitations, an indirect method of crack detection, that is, modelling...

... the need to monitor the structures continuously. One way to track the structure's health is to check the cracks in the concrete. Meanwhile, the current methods of concrete crack detection have complex and heavy calculations. Design/methodology/approach This paper presents a new lightweight architecture...