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UAV PHOTOGRAMMETRY WITH OBLIQUE IMAGES: FIRST ANALYSIS ON DATA ACQUISITION AND PROCESSING

机译:带有倾斜图像的无人机照相术:对数据采集和处理的首次分析

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摘要

In recent years, many studies revealed the advantages of using airborne oblique images for obtaining improved 3D city models (e.g. including façades and building footprints). Expensive airborne cameras, installed on traditional aerial platforms, usually acquired the data. The purpose of this paper is to evaluate the possibility of acquire and use oblique images for the 3D reconstruction of a historical building, obtained by UAV (Unmanned Aerial Vehicle) and traditional COTS (Commercial Off-the-Shelf) digital cameras (more compact and lighter than generally used devices), for the realization of high-level-of-detail architectural survey. The critical issues of the acquisitions from a common UAV (flight planning strategies, ground control points, check points distribution and measurement, etc.) are described. Another important considered aspect was the evaluation of the possibility to use such systems as low cost methods for obtaining complete information from an aerial point of view in case of emergency problems or, as in the present paper, in the cultural heritage application field. The data processing was realized using SfM-based approach for point cloud generation: different dense image-matching algorithms implemented in some commercial and open source software were tested. The achieved results are analysed and the discrepancies from some reference LiDAR data are computed for a final evaluation. The system was tested on the S. Maria Chapel, a part of the Novalesa Abbey (Italy)
机译:近年来,许多研究揭示了使用机载倾斜图像来获得改进的3D城市模型(例如,包括立面和建筑脚印)的优势。安装在传统空中平台上的昂贵的机载摄像机通常会获取数据。本文的目的是评估通过UAV(无人驾驶飞机)和传统的COTS(商用现货)数码相机(更紧凑,更紧凑)获取和使用倾斜图像进行历史建筑3D重建的可能性。比一般使用的设备轻),以实现高级细节的建筑测量。描述了从通用无人机获取的关键问题(飞行计划策略,地面控制点,检查点分布和测量等)。另一个需要考虑的重要方面是评估使用这种系统作为低成本方法的可能性的评估,以便从紧急情况下或从本文的角度出发,从空中的角度获取完整的信息,或者如本文所述,在文化遗产应用领域。使用基于SfM的方法生成点云,实现了数据处理:测试了在一些商业和开源软件中实现的不同的密集图像匹配算法。分析获得的结果,并计算一些参考LiDAR数据的差异以进行最终评估。该系统在意大利Novalesa修道院一部分的S.Maria教堂进行了测试。

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