High-Precision Volume Measurement of Potholes in Pavement Maintenance | |
Huang, Huimin3; Zhou, Zuofeng2; Liu, Mulong1; Wu, Qingquan2; Hu, Guoliang3; Cao, Jianzhong2 | |
刊名 | MATHEMATICAL PROBLEMS IN ENGINEERING |
2022-06-30 | |
卷号 | 2022 |
ISSN号 | 1024-123X; 1563-5147 |
DOI | 10.1155/2022/9157849 |
产权排序 | 2 |
英文摘要 | Accurate three-dimensional measurement of potholes is a significant concern in road maintenance. However, the assessment of road potholes still relies heavily on human inspectors to make maintenance suggestions. To realize full-field measurement of pavement pothole automatically, a high-precision volume measurement method based on second-order Taylor expansion is proposed, where the second-order Taylor estimation of each point is converted into a convolution operation. On the one hand, this method discards the second-order fitting of the surface, which greatly reduces the computational complexity. On the contrary, the second-order Taylor estimation is not restricted by the surface shape because it only depends on the distribution of the adjacent points. Experiments on synthesized and real point sets demonstrate that the proposed method outperforms the state-of-the-art methods under various point cloud shapes. |
语种 | 英语 |
出版者 | HINDAWI LTD |
WOS记录号 | WOS:000831317400012 |
内容类型 | 期刊论文 |
源URL | [http://ir.opt.ac.cn/handle/181661/96087] |
专题 | 西安光学精密机械研究所_动态光学成像研究室 |
通讯作者 | Zhou, Zuofeng |
作者单位 | 1.Northwest A&F Univ, Sch Sci, Yangling 712100, Peoples R China 2.Xian Inst Opt & Precis Mech CAS, Xian 710119, Peoples R China 3.Northwest A&F Univ, Coll Informat Engn, Yangling 712100, Peoples R China |
推荐引用方式 GB/T 7714 | Huang, Huimin,Zhou, Zuofeng,Liu, Mulong,et al. High-Precision Volume Measurement of Potholes in Pavement Maintenance[J]. MATHEMATICAL PROBLEMS IN ENGINEERING,2022,2022. |
APA | Huang, Huimin,Zhou, Zuofeng,Liu, Mulong,Wu, Qingquan,Hu, Guoliang,&Cao, Jianzhong.(2022).High-Precision Volume Measurement of Potholes in Pavement Maintenance.MATHEMATICAL PROBLEMS IN ENGINEERING,2022. |
MLA | Huang, Huimin,et al."High-Precision Volume Measurement of Potholes in Pavement Maintenance".MATHEMATICAL PROBLEMS IN ENGINEERING 2022(2022). |
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