球面相机模型在解决摄影测量任务中的应用

Q4 Earth and Planetary Sciences Geodeziya i Kartografiya Pub Date : 2023-08-20 DOI:10.22389/0016-7126-2023-997-7-38-46
I. N. Penshin
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引用次数: 0

摘要

本文在考虑统一相机模型及其特性的基础上,研究并应用改进的双球面模型(ds模型)对一组超广角鱼眼镜头图像进行内外方位元素恢复。全景相机在摄影测量问题中的应用是一个新的趋势,而球面模型则充分继承了经典的中心投影样本的特性。提出了应用高斯牛顿法的数学概念,并解决了利用高斯牛顿法计算相机内外方位要素的优化问题,该问题与基于超广角镜头的多相机系统的三维场景重建和光学SLAM开发任务有关。在这项工作中,使用了极几何方法,数字图像处理方法,统计方法,数值方法和优化方法。所获得的结果能够评估ds模型在建筑物和结构的外部和内部监测中场景三维重建的适用性,恢复安装了相机的移动系统的运动轨迹和空间位置,解决诸如恢复不同主动式和被动式传感器之间相对方向的Perspective-n-Point等问题
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Application of a spherical camera model for solving photogrammetric tasks
In this paper, we consider the Unified Camera Model and its properties, as well as investigate and apply the improved Double-Spherical one (DS-model) in the task of restoring exterior and interior orientation elements for a set of images with ultra-wide-angle fisheye lens. The use of panoramic cameras in photogrammetry issues is a new trend, while the spherical model fully inherits the properties of the classical central-projection sample. The mathematical concept of using it is presented, as well as the solution of the optimization problem of calculating the elements of the internal and external orientation of the camera through the Gauss-Newton method, which is relevant for the tasks of reconstructing a three-dimensional scene and developing an optical SLAM based on a multi-camera system with ultra-wide-angle lenses, is implemented. In this work, epipolar geometry methods, digital image processing methods, statistical, numerical, and optimization ones were used. The results obtained enable evaluating the applicability of the DS-model for three-dimensional reconstruction of scenes during external and internal monitoring of buildings and structures, restoration of the motion trajectory and position in space for mobile systems with an installed camera, solving matters such as Perspective-n-Point for restoring the relative orientation between different active and passive sensors
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来源期刊
Geodeziya i Kartografiya
Geodeziya i Kartografiya Earth and Planetary Sciences-Earth-Surface Processes
CiteScore
0.60
自引率
0.00%
发文量
73
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