Fast and robust pavement crack distress segmentation utilizing steerable filtering and local order energy
Sign Up to like & getrecommendations! Published in 2020 at "Construction and Building Materials"
DOI: 10.1016/j.conbuildmat.2020.120084
Abstract: Abstract Pavement crack plays an important role in estimating pavement conditions and implementing pavement maintenance management. There are three shortcomings summarized. (1) Low contrast between crack pixels with surrounding pixels; (2) intensity values along crack… read more here.
Keywords: fast robust; local order; pavement crack; order energy ... See more keywords
DMA-Net: DeepLab With Multi-Scale Attention for Pavement Crack Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3158670
Abstract: Cracks are important indicators of pavement structural and operational conditions. Early pavement crack detection and treatments can help extend pavement service life, reduce fuel consumption, and improve safety and ride quality. Pavement distress surveys have… read more here.
Keywords: crack; pavement crack; multi scale; segmentation ... See more keywords
A Pavement Crack Detection Method Based on Multiscale Attention and HFS
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1822585
Abstract: To solve the problem of low detection accuracy due to the loss of detailed information when extracting pavement crack features in traditional U-shaped networks, a pavement crack detection method based on multiscale attention and hesitant… read more here.
Keywords: crack; pavement crack; crack detection; method ... See more keywords
Comparison and Analysis of Several Clustering Algorithms for Pavement Crack Segmentation Guided by Computational Intelligence
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8965842
Abstract: Cracks are one of the most common types of imperfections that can be found in concrete pavement, and they have a significant influence on the structural strength. The purpose of this study is to investigate… read more here.
Keywords: crack; pavement crack; clustering algorithms; comparison ... See more keywords