利用摄影测量和其他点云比较方法评估线性珊瑚生长估算法

P. Helmholz, Tahlia Bassett, Liam Boyle, Nicola Browne, I. Parnum, Molly Moustaka, Richard Evans
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引用次数: 0

摘要

摘要珊瑚是重要的造礁生物,提供重要的栖息地和生态系统服务。随着时间的推移跟踪珊瑚的生长情况表明珊瑚礁的健康状况,而珊瑚礁的健康状况可通过各种既定技术进行测量。一些与珊瑚生长相关的研究已成功地将摄影测量技术应用于各种类型的特定珊瑚。以往工作的重点是标准化数据处理,并在一定程度上评估不同的点云比较方法(Lange 等,2022 年),但很少关注相机校准的影响。本研究使用摄影测量法测量了五个 Acropora 属群落的年线性延伸,并对图像处理的各个阶段进行了评估。我们重点分析了照相机校准方法,并验证了利用放置在照相机视野中的刻度条对珊瑚图像进行现场校准得出的照相机参数。我们证明,这种方法与使用校准框进行校准一样可靠。这项研究还考察了不同的点云比较方法对 Acropora spp.的影响。更具体地说,通过应用点到点和点到模型方法,并手动选择 12 个珊瑚枝梢,对得出的点云进行了比较。对比较方法得出的直方图进行了分析,认为这是一种合适而有效的替代方法,可用于测量较短时间内(1 年或更短)成熟珊瑚群的最大生长率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating Linear Coral Growth Estimation Using Photogrammetry and Alternative Point Cloud Comparison Methods
Abstract. Corals are critical reef-building organisms, providing essential habitat and ecosystem services. Tracking coral growth over time indicates coral reef health, which can be measured using various established techniques. Several coral growth-related studies have successfully applied photogrammetry to a particular coral of various types. While the focus of previous work was on standardised data processing and, to a certain degree, on the assessment of different point cloud comparison methods (Lange et al. 2022), little attention has been given to the impact of camera calibration. This study measured the annual linear extension of five Acropora spp. colonies using photogrammetry and evaluated all stages of imagery processing. A high focus was given to the analysis of the camera calibration method and the validation of camera parameters derived using an in-situ calibration of coral images with scale bars placed in the camera's field of view. We demonstrate that this method is as reliable as the calibration using a calibration frame. This study also examined the impact of the different point cloud comparison methods for Acropora spp. More specifically, the derived point clouds are compared by applying the point-to-point and point-to-model methods and manually selecting 12 coral branch tips. Histograms derived from the comparison methods were analysed and deemed a suitable and efficient alternative approach for measuring the maximum growth rate of mature colonies over shorter time periods (1 year or less).
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