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Network design and quality checks in automatic orientation of close-range photogrammetric blocks

机译:近距离摄影块自动定位中的网络设计和质量检查

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摘要

Due to the recent improvements of automatic measurement procedures in photogrammetry, multi-view 3D reconstruction technologies are becoming a favourite survey tool. Rapidly widening structure-from-motion (SfM) software packages offer significantly easier image processing workflows than traditional photogrammetry packages. However, while most orientation and surface reconstruction strategies will almost always succeed in any given task, estimating the quality of the result is, to some extent, still an open issue. An assessment of the precision and reliability of block orientation is necessary and should be included in every processing pipeline. Such a need was clearly felt from the results of close-range photogrammetric surveys of in situ full-scale and laboratory-scale experiments. In order to study the impact of the block control and the camera network design on the block orientation accuracy, a series of Monte Carlo simulations was performed. Two image block configurations were investigated: a single pseudo-normal strip and a circular highly-convergent block. The influence of surveying and data processing choices, such as the number and accuracy of the ground control points, autofocus and camera calibration was investigated. The research highlights the most significant aspects and processes to be taken into account for adequate in situ and laboratory surveys, when modern SfM software packages are used, and evaluates their effect on the quality of the results of the surface reconstruction.
机译:由于摄影测量中自动测量程序的最新改进,多视图3D重建技术正成为最受欢迎的测量工具。快速扩展的动态结构(SfM)软件包提供的图像处理工作流程比传统摄影测量软件包要容易得多。然而,尽管大多数定向和表面重建策略几乎总是会在任何给定任务中取得成功,但是在某种程度上估计结果的质量仍然是一个悬而未决的问题。必须对块定向的精度和可靠性进行评估,并且应将其包括在每个处理管道中。从原位全面规模和实验室规模的实验的近距离摄影测量的结果可以清楚地意识到这种需求。为了研究块控制和摄像机网络设计对块定向精度的影响,进行了一系列的蒙特卡洛模拟。研究了两种图像块配置:单个伪法线带和圆形高会聚块。调查了测量和数据处理选择的影响,例如地面控制点的数量和准确性,自动对焦和相机校准。该研究突出显示了在使用现代SfM软件包时进行充分的现场和实验室调查时应考虑的最重要方面和过程,并评估了它们对表面重建结果质量的影响。

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