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Investigating the potential for using structure from motion technology as a tool for improving trail degradation assessment.

机译:研究使用运动技术中的结构作为改善路径退化评估的工具的潜力。

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摘要

Traditional trail degradation assessment methods can require time- and labor-intensive fieldwork or technical expertise, and the measurements made often consist of a series of 2D cross-sections. Structure from motion technology could potentially be used to improve the accuracy and efficiency trail degradation assessment by creating highly detailed 3D point clouds from a set of unstructured photos. This thesis assesses the accuracy and precision of measurements made from point clouds produced using Microsoft Geosynth. It was found that using a Canon G10 camera and Trimble GPS unit, width, surface area, volume, and slope measurements made from the point clouds were within 2% of the actual measurements. Change analysis of the DEMs generated, however, revealed problems with tilt. Using structure from motion technology to improve trail degradation assessment shows promise, but requires further research to solve the problems encountered in this study before it can be promoted as a valid methodology.
机译:传统的路径退化评估方法可能需要花费大量时间和劳动的野外工作或技术专长,并且进行的测量通常包括一系列2D横截面。通过从一组非结构化照片中创建高度详细的3D点云,可以将运动技术中的结构潜在地用于提高准确性和效率,以评估路径退化。本文评估了使用Microsoft Geosynth生成的点云进行测量的准确性和准确性。结果发现,使用佳能G10摄像机和Trimble GPS装置,根据点云进行的宽度,表面积,体积和坡度测量值均在实际测量值的2%以内。但是,对生成的DEM的更改分析显示了倾斜问题。使用运动技术的结构来改善步道退化评估显示出了希望,但需要进一步研究以解决本研究中遇到的问题,然后才能将其推广为有效方法。

著录项

  • 作者

    Jaynes, Jessica Nicole.;

  • 作者单位

    California State University, Long Beach.;

  • 授予单位 California State University, Long Beach.;
  • 学科 Geography.;Geographic information science and geodesy.
  • 学位 M.A.
  • 年度 2011
  • 页码 285 p.
  • 总页数 285
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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