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Three-dimensional videography using omnidirectional cameras: An approach inspired by the direct linear transformation method
Journal of Biomechanics ( IF 2.4 ) Pub Date : 2021-09-04 , DOI: 10.1016/j.jbiomech.2021.110722
Akinori Nagano 1
Affiliation  

Direct linear transformation (DLT) is one of the most frequently used methods in motion analysis. This method was developed in 1971 and has subsequently been used in numerous studies. However, owing to the structure of the camera, unfavorable challenges are associated with this method. Because the DLT method is based on the structure of ordinary optical cameras in which the perspective projection is used, the camera’s angle of view is limited. In this study, we propose a three-dimensional (3-D) calibration and reconstruction method using omnidirectional cameras, which have significantly wider angles of view than conventional cameras. For the interest points, the longitude and latitude of the celestial sphere are obtained from the image captured with an omnidirectional camera. The direction of the interest points relative to the camera’s reference frame is determined via the longitude and latitude. In the calibration phase, the position and orientation of the omnidirectional camera relative to the global reference frame are determined from the image of the control points with known 3-D coordinates. In the reconstruction phase, the intersection point of the rays from the cameras is determined. Using an evaluation experiment, we verified the accuracy of the proposed method. The wide angle of view provided by omnidirectional cameras can be fully exploited using this method.



中文翻译:

使用全方位相机的三维摄像:一种受直接线性变换方法启发的方法

直接线性变换 (DLT) 是运动分析中最常用的方法之一。该方法于 1971 年开发,随后被用于许多研究。然而,由于相机的结构,这种方法存在一些不利的挑战。由于 DLT 方法基于使用透视投影的普通光学相机的结构,因此相机的视角受到限制。在这项研究中,我们提出了一种使用全向相机的三维 (3-D) 校准和重建方法,其视角比传统相机宽得多。对于兴趣点,天球的经度和纬度是从用全向相机拍摄的图像中获得的。兴趣点相对于相机参考系的方向是通过经度和纬度确定的。在校准阶段,全向相机相对于全局参考系的位置和方向是根据具有已知 3-D 坐标的控制点的图像确定的。在重建阶段,确定来自摄像机的光线的交点。通过评估实验,我们验证了所提方法的准确性。使用这种方法可以充分利用全向相机提供的广角视角。在重建阶段,确定来自摄像机的光线的交点。通过评估实验,我们验证了所提方法的准确性。使用这种方法可以充分利用全向相机提供的广角视角。在重建阶段,确定来自摄像机的光线的交点。通过评估实验,我们验证了所提方法的准确性。使用这种方法可以充分利用全向相机提供的广角视角。

更新日期:2021-09-10
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