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城区机载LiDAR数据与航空影像的自动配准
  • ISSN号:1007-4619
  • 期刊名称:遥感学报
  • 时间:2012.6
  • 页码:1-8
  • 分类:P23[天文地球—摄影测量与遥感;天文地球—测绘科学与技术]
  • 作者机构:武汉大学遥感信息工程学院,湖北武汉430079
  • 相关基金:国家自然科学基金(编号:41322010,41171292); 教育部博士研究生学术新人奖项目(编号:5052012213002,5052012213001)
  • 相关项目:基于多源数据联合平差的机载LiDAR点云精度优化
中文摘要:

传统的后方交会最小二乘解法需要良好的外方位元素初值。在无初值或者初值不够精确的情况下,最小二乘迭代不容易收敛。在近景摄影测量或者计算机视觉等领域,往往不提供良好的初值,无法适用传统的后方交会解法。针对上述情况,本文提出了一种基于单应性矩阵的后方交会直接解法,在不需要初值的情况下,获取外方位元素的直接解。该方法根据单应性矩阵所描述的平面几何关系,利用单应性矩阵内在的约束条件,将后方交会问题转换为一个二元二次方程组的求解问题。该方法受舍入误差影响小,在无偶然误差的情况下,解算精度能达到10–9量级,能够避免传统直接解法计算复杂的问题,为传统的平差迭代解法提供良好的初值。此外,在多个控制点共面的情况下,该方法能够直接获得外方位元素的精确解。实验结果表明:在各种不同倾角拍摄的情况下,该方法均能够获得稳定的外方位元素,为后续的后方交会最小二乘算法提供良好的初值。采用本文方法计算的初值参与平差,能够达到与人工给定初值平差一致的精度,且迭代收敛速度是人工给定初值平差的2倍以上。在控制点共面的情况下,该方法的反投影精度能够达到亚像素级,且精度优于大部分主流的直接解法。

英文摘要:

Space resection is the method of acquiring the exterior orientation parameters of a camera based on three ground control points (GCPs) at least and the corresponding image points. The traditional least squares method of space resection needs good initial values of ex- terior orientation parameters. However, good initial values are difficult to obtain in the oblique photogrammetry condition. The objective of this study is to compute accurate exterior orientation parameters automatically to provide good initial values for the least squares method of space resection. Solving the space resection problem needs three GCPs and the corresponding image points at least. This study initially starts from three GCPs and then derives a direct solution model of space resection. The three GCPs must be coplanar and the corresponding image points must also be coplanar. Thus, the homography matrix can be used to describe the geometric relationship between a set of coplanar points and another set of coplanar points. This study transforms the collinearity equation into a homography matrix model and derives two constraints based on the orthogonality of the rotation matrix. When only three GCPs exist, the space resection problem can be transformed into a set of binary quadratic equations. The binary quadratic equations have four solutions at most. An additional GCP is necessary to de- cide the unique solution. When three ground control points exist, the unique solution can be directly computed based on a set of linear equa- tions, which are derived from the homography matrix model. After computing the homography matrix solution, the exterior orientation para- meters can be obtained using the relationship between the homography matrix and collinearity equation. Three experiments tested the effect- iveness and reliability of the proposed method. The first experiment aimed to test the performance of the proposed method when only three GCPs exist. The experimental data comprise done oblique image of the Yangjiang area and four evenly d

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期刊信息
  • 《遥感学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院
  • 主办单位:中国地理学会环境遥感分会 中国科学院遥感应用研究所
  • 主编:顾行发
  • 地址:北京市安外大屯路中国科学院遥感与地球研究所
  • 邮编:100101
  • 邮箱:jrs@irsa.ac.cn
  • 电话:010-64806643
  • 国际标准刊号:ISSN:1007-4619
  • 国内统一刊号:ISSN:11-3841/TP
  • 邮发代号:82-324
  • 获奖情况:
  • 中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,波兰哥白尼索引,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:16827