Road Crack Detection Using Deep Convolutional …
Road damages in the form of cracks may reduce the road performance and pose potential road safety hazards [1]. Ev-ery year, government bodies across the globe allocate funds to enhance the quality of their road networks [2]. Road safety should be taken very seriously and authorities are fully aware of the need for suitable road inspection and ...
Fast and Accurate Road Crack Detection Based on …
Besides, we collect a pavement crack database in Bei-jing's night scenes, BJN260. It is shared to the community to facilitate crack detection research. To our knowledge, it is the first road crack dataset for night scenes. Finally, compared with the vanilla weighted cross-entropy [35], our methods could markedly shorten the training
Automatic Road Crack Detection Using Random …
topology. With the crack descriptor, a classification method is applied to discriminate the cracks from noises. In addition, we also propose a quantitative evaluation method for road crack detection task. Extensive experiments demonstrate the efficiency of CrackForest on real road crack dataset and our method shows state-of-the-art precision. II.