Traffic and Transportation College, Nanling Campus, Jilin University, Renmin Str. 5988#, Changchun, China.
School of Mechanical Science and Engineering, Nanling Campus, Jilin University, Renmin Str. 5988#, Changchun, China.
Sci Rep. 2017 Mar 7;7:44092. doi: 10.1038/srep44092.
A position and orientation measurement method is investigated by adopting a camera calibrated by the projection geometry of the skew-symmetric Plücker matrices of 3D lines. The relationship between the Plücker matrices of the dual 3D lines and the 2D projective lines is provided in two vertical world coordinate planes. The transform matrix is generated from the projections of the 3D lines. The differences between the coordinates of the reprojective lines and the coordinates of extracted lines are employed to verify the calibration validity. Moreover, the differences between the standard movement distance of the target and the measurement distance are also presented to compare the calibration accuracy of the 3D line to 2D line method and the point-based method. Furthermore, we also explore the noise immunity of the two methods by adding Gaussian noises. Finally, an example to measure the position and orientation of a cart is performed as an application case of this method. The results are tabled for the reproduction by the readers. The results demonstrate that the line to line method contributes higher calibration accuracy and better noise immunity. The position and orientation measurement adopting the line to line method is valid for the future applications.
采用通过倾斜对称普吕克矩阵的 3D 线的投影几何校准的相机,研究了位置和方向测量方法。在两个垂直的世界坐标平面中提供了对偶 3D 线和 2D 射影线的普吕克矩阵之间的关系。从 3D 线的投影生成变换矩阵。将重投影线的坐标与提取线的坐标之间的差异用于验证校准有效性。此外,还提出了目标的标准运动距离与测量距离之间的差异,以比较 3D 线到 2D 线方法和基于点的方法的校准精度。此外,我们还通过添加高斯噪声来探索两种方法的抗噪声能力。最后,作为该方法的应用实例,进行了测量小车位置和方向的示例。结果为读者的再现提供了表格。结果表明,线对线方法具有更高的校准精度和更好的抗噪声能力。采用线对线方法的位置和方向测量对于未来的应用是有效的。