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无人机倾斜摄影建模技术在校园管网项目中的应用

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长期以来,园区管网的后期养护存在偏重建设轻视养护的问题,导致安全隐患并暴露出治理与现代化之间的差距.针对行业问题并综合创新技术,本文提出了一种基于无人机倾斜摄影技术进行高精度建模,结合GIS技术,与BIM管线模型建立联系进而实现园区管网治理可视化的新思路,分析了在倾斜摄影数据获取、处理和融合加载过程中的关键技术流程和亟待解决的问题以及解决途径,探讨了高精度模型的实现手段.研究工作完成对河南财经政法大学郑东校区的高精度实景三维建模.在相关部门和公司的协助和支持下,通过使用专业级无人机DJI经纬M300规划倾斜环绕式航线进行影像采集.通过使用三角测量方法以及改进型GAN网络的图像修复方法和自适应匀光处理方法对图像进行处理,以特殊算法生成高精度点云,对计算时出现错误进行修正以及精确控制图像比例等,使生成的模型更加精准、细节更加丰富.
Application of UAV Tilt Photography Modeling Technology in Campus Pipeline Network Project
For a long time,the later maintenance of the park pipe network has the problem of focusing on construction and neglecting maintenance.In view of the industry problems and comprehensive innovative technologies,this paper proposes a new idea of high-precision modeling based on UAV oblique photography technology,combined with GIS technology,and the connection with BIM pipeline model to realize the visual-ization of park pipe network governance,analyzes the key technical processes and urgent problems to be solved in the process of oblique photography data acquisition,processing and fusion loading,and discusses the implementation methods of high-precision model.The research work completed the high-precision real-world 3D modeling of the Zhengdong Campus of Henan University of Economics and Law.The image acqui-sition was carried out by using the DJI Matrice 300 professional drone to plan an inclined wraparound route.The image is processed by using the triangulation method,the image inpainting method of the improved GAN network and the adaptive light spilting processing method,and the high-precision point cloud is generated by a special algorithm,and the error in the calculation is corrected,and the image scale is accurately controlled,so that the generated model is more accurate and more detailed.

oblique photography3D modeling projectsmart parkdigital construction

陈函珩、季强

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河南财经政法大学,河南郑州

倾斜摄影 三维建模项目 智慧园区 数字化建设

2024

科学技术创新
黑龙江省科普事业中心

科学技术创新

影响因子:0.842
ISSN:1673-1328
年,卷(期):2024.(22)