Sample generation of semi-automatic pavement crack labelling and robustness in detection of pavement diseases - Jia, Guohui; Song, Weidong; Jia, Di; Zhu, Hong (Electronics letters, 2019)
Keywords: convolutional neural nets; convolutional neural networks; crack detection; crack features; crack images; ellipse fitting method; feature extraction; generalisation ability; Image and vision processing and display technology; image segmentation; learning (artificial intelligence); manual marking method; modified C–V model; multiscale feature extraction module; pavement diseases; rich deep convolutional features; road building; road cracks; sample generation; semiautomatic pavement crack labelling algorithm; structural engineering computing; generalisation ability; structural engineering computing; road cracks; pavement diseases; crack features; rich deep convolutional features; semiautomatic pavement crack labelling algorithm; road building; crack images; modified C–V model; ellipse fitting method; feature extraction; image segmentation; multiscale feature extraction module; sample generation; convolutional neural nets; manual marking method; convolutional neural networks; learning (artificial intelligence); crack detection