崔昊,男,1992年4月生,硕士生导师,2019年6月毕业于武汉大学摄影测量与遥感专业,主要从事点云处理算法、点云深度学习及其在相关领域的应用,主讲课程为《激光雷达遥感》。联系方式:cuihao@zzu.edu.cn。
科研成果(项目、论文、专利等):
1. 国家自然科学基金青年基金,基于点云骨架提取的铁路扣件紧固状态快速测量方法,42001405, 2021.01-2023.12,24万元,主持。
2. 中国博士后科学基金,基于结构光点云的铁路扣件弹条扣压状态快速测量方法,2019M662534,2020.01-2021.12,8万元,主持。
3. 横向项目,盾构隧道病害快速检测点云处理软件,2023.08-2023.12, 20万元,主持。
4. 横向项目,车载移动测量多源数据融合软件,2024.06-2024.12, 30.5万元,主持。
5. 国家自然科学基金面上项目,融合多源点云与非量测影像的大型石刻文物三维重建,42271459,2023.01-2026.12,49万元,参与。
6. 横向项目,北宋皇陵数字化保护与虚拟重建展示云平台,2021.12-2024.12,300万元,参与。
7. Cui, H., Mao, Q., Li, J., Hu, Q., Tao, Y., Ma, J., Li, Z., 2024. Shield Tunnel Dislocation Detection Method Based on Semantic Segmentation and Bolt Hole Positioning of MLS Point Cloud. IEEE Transactions on Geoscience and Remote Sensing 62, 1–15. (1区TOP)
8. Cui, H., Li, J., Mao, Q., Hu, Q., Dong, C., Tao, Y., 2024. STSD: A large-scale benchmark for semantic segmentation of subway tunnel point cloud. Tunnelling and Underground Space Technology 150, 105829. (1区TOP)数据开源地址https://github.com/lichking2017/STSD
9. Cui, H., Li, J., Sun, Y., Milne, R., Tao, Y., Ren, J., 2024. A novel framework for quantitative attribution of particulate matter pollution mitigation to natural and socioeconomic drivers. Science of The Total Environment 926, 171910. (1区TOP)
10. Mao Q, Cui H, Hu Q, et al. A rigorous fastener inspection approach for high-speed railway from structured light sensors[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 143: 249-267.(1区TOP)
11. Cui H, Ren X, Mao Q, et al. Shield subway tunnel deformation detection based on mobile laser scanning[J]. Automation in Construction, 2019, 106: 102889.(1区TOP)
12. Cui, H., Tao, Y., Li, J., Zhang, J., Xiao, H., Milne, R., 2024. Predicting and analyzing the algal population dynamics of a grass-type lake with explainable machine learning. Journal of Environmental Management 354, 120394. (2区TOP)
13. Tao, Y., Ren, J., Zhu, H., Li, J., Cui, H., 2024. Exploring spatiotemporal patterns of algal cell density in lake Dianchi with explainable machine learning. Environmental Pollution 356, 124395. (2区TOP)
14. Tao, Y., Zhao, J., Cui, H., Liu, L., He, L., 2024. Exploring the impact of socioeconomic and natural factors on pulmonary tuberculosis incidence in China (2013–2019) using explainable machine learning: A nationwide study. Acta Tropica 253, 107176. (3区)
15. Cui H, Hu Q, Mao Q, et al. Spiral trajectory planning approach for underground cavity measurements based on laser scanning[J]. Measurement, 2017, 110: 166-175.(2区)
16. Cui H, Hu Q, Mao Q. Real-time geometric parameter measurement of high-speed railway fastener based on point cloud from structured light sensors[J]. Sensors, 2018, 18(11): 3675.(3区)
17. Chen, X., Li, J., Huang, S., Cui, H., Liu, P., & Sun, Q. (2021). An Automatic Concrete Crack-Detection Method Fusing Point Clouds and Images Based on Improved Otsu’s Algorithm. Sensors,2021(5), 1581.(3区)
18. 张达、马志、陈凯、杨小聪、崔昊。一种三维激光扫描空间分辨率增强的方法,2017.
19. 毛庆洲、郑继忠、崔昊、李志明。 铁路扣件测量方法及装置,2019.
20. 崔昊、李健、陶亦文、乔宝晋。一种用于铁路海量点云无损可逆二维化的数据处理方法,2023。
21. 李健、彭晨阳、崔昊、胡庆武、毛庆洲等。一种基于聚类和显著性的点云精简方法和系统,2023。