GNSS World of China

Volume 46 Issue 1
Feb.  2021
Turn off MathJax
Article Contents
CHENG Libo, LI Jia, DUAN Ping, WANG Yunchuan. Unmanned aerial vehicle realistic 3D modeling accuracy analysis considering control point uniformity[J]. GNSS World of China, 2021, 46(1): 20-27. doi: 10.12265/j.gnss.2020102801
Citation: CHENG Libo, LI Jia, DUAN Ping, WANG Yunchuan. Unmanned aerial vehicle realistic 3D modeling accuracy analysis considering control point uniformity[J]. GNSS World of China, 2021, 46(1): 20-27. doi: 10.12265/j.gnss.2020102801

Unmanned aerial vehicle realistic 3D modeling accuracy analysis considering control point uniformity

doi: 10.12265/j.gnss.2020102801
  • Received Date: 2020-10-28
    Available Online: 2021-04-06
  • Publish Date: 2021-02-15
  • Unmanned aerial vehicle (UAV) tilt-photography technology has become the mainstream of the construction of three-dimensional real-field models with its advantages of low cost, high efficiency and high precision. The accuracy of the real 3D model is affected by many factors. This study is mainly focused on the point of view of the uniformity of the control point distribution, to explore its impact on the accuracy of the real 3D model, and propose a more general measure of control point uniformity. Two experiments with different numbers of control points are designed, and each experiment contains three different uniformity distribution schemes. Aerial images of the experimental area were obtained by UAV, and six schemes were adopted to participate in model. By analyzing the model accuracy, the results show that: the accuracy of the real 3D model is poorer when the uniformity of the control points is lower, and the elevation accuracy is worse than the plane accuracy. Increasing the uniformity of the control points will improve the overall accuracy of the model. The improvement of the uniformity of the control points will improve the accuracy of the model at a lower uniformity; the uniformity of the control points can improve the accuracy of the model at a lower uniformity. The uniformity of the control points can improve the accuracy of the model at a lower uniformity. The uniformity of the control points can improve the accuracy of the real 3D model at a lower uniformity. The uniformity of the control points can be used as an evaluation indicator in the deployment of field control points.

     

  • loading
  • [1]
    徐光禹, 杜宁, 王莉, 等. 多源数据融合技术在古建筑三维重建中的应用[J]. 测绘通报, 2019(10): 77-82.
    [2]
    何原荣, 陈平, 苏铮, 等. 基于三维激光扫描与无人机倾斜摄影技术的古建筑重建[J]. 遥感技术与应用, 2019, 34(6): 1343-1352.
    [3]
    刘斌, 唐雅玲, 马晨燕, 等. 无人机倾斜摄影三维模型在城市雨洪风险评估中的应用[J]. 测绘通报, 2019(10): 46-50, 66.
    [4]
    王俊豪, 管建军, 魏云杰, 等. 基于无人机倾斜摄影的黄土滑坡信息多维提取与灾害评价分析[J/OL]. 中国地质. (2020-04-23) [2020-07-08]. https://kns.cnki.net/kcms/detail/11.1167.P.20200423.1325.006.html.
    [5]
    任诚, 高利敏, 冯耀楼, 等. 基于无人机倾斜摄影的建筑物三维建模尝试[J]. 测绘通报, 2019(2): 161-164.
    [6]
    潘成军. 无人机倾斜摄影在道路工程中的应用与分析[J]. 测绘工程, 2018, 27(12): 64-69, 74.
    [7]
    谢建春, 孙丙玉, 李文清, 等. 一种低空无人机航摄系统关键技术的试验研究[J]. 测绘通报, 2015(10): 85-87, 125.
    [8]
    王月莉, 郭秋燕, 王西萍, 等. UCXp航摄大比例尺像控布设精度分析与研究[J]. 测绘通报, 2014(7): 75-77, 116.
    [9]
    姜丙波, 查海林, 苏军明, 等. 无人机低空遥感的GNSS辅助稀疏像控布设方案探究[J]. 测绘通报, 2019(增刊): 314-317.
    [10]
    刘宇硕, 秦翔, 郭万钦, 等. 控制点布设对冰川区无人机摄影测量精度的影响[J]. 遥感学报, 2020, 24(2): 161-172.
    [11]
    陈良浩, 朱彩英, 徐青, 等. 无人机航测水域控制点布设方案的精度试验[J]. 测绘科学, 2016, 41(7): 205-210.
    [12]
    张光祖, 王春, 徐燕, 等. 像控点布设对无人机小范围非规则区域实景建模精度的影响[J]. 全球定位系统, 2020, 45(2): 60-67.
    [13]
    蒋春华. 利用A3数码航摄仪进行复杂地形控制点布设的研究[J]. 测绘通报, 2015(5): 84-86.
    [14]
    范业稳, 李睿硕, 周洪波. 高分辨率航带影像像控点的布设和基准约束测量[J]. 测绘通报, 2017(4): 67-70, 107.
    [15]
    孙艺洋. 虚拟测量在无人机测绘成果中的应用[J]. 测绘通报, 2016(7): 148-149.
    [16]
    周旺辉, 蔡东健, 甄宗坤. 控制点布设对低空小型无人机高分影像精度的影响[J]. 测绘通报, 2017(增刊): 69-74.
    [17]
    段平, 盛业华, 吕海洋, 等. 基于多层紧支撑径向基函数的DEM插值方法[J]. 地理与地理信息科学, 2014, 30(5): 38-41, 59. DOI: 10.3969/j.issn.1672-0504.2014.05.009
    [18]
    FLOATER M S, ISKE A. Multistep scattered data interpolation using compactly supported radial basis functions[J]. Journal of computational and applied mathematics, 1996, 73(1-2): 65-78. DOI: 10.1016/0377-0427(96)00035-0.
    [19]
    AUGUSTINE J, PUTNAM B, ROY S. Largest empty circle centered on a query line[J]. Journal of discrete algorithms, 2010, 8(2): 143-153. DOI: 10.1016/j.jda.2009.10.002.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(11)  / Tables(1)

    Article Metrics

    Article views (463) PDF downloads(22) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return