光学学报, 2019, 39 (10): 1015003, 网络出版: 2019-10-09   

基于空间约束的非重叠视场相机精确标定方法 下载: 1280次

Accurate Calibration Method for Non-Overlapping Fields of Cameras Based on Spatial Constraints
作者单位
火箭军工程大学导弹工程学院, 陕西 西安 710025
摘要
针对现有的非重叠视场多相机系统标定方法复杂的问题,提出了一种基于空间约束的非重叠视场相机精确标定方法。将多个小靶标分布在各自相机的视场中,拼接成大的标定平面,采用大视场相机对固连靶标进行平面测量,求得标定板之间的位置关系,作为相机之间的关**数;通过非重叠视场相机分别获取视场区域中的小靶标,依据空间约束条件,构建相机之间的重投影误差函数,采用Levenberg-Marquardt算法进行非线性优化,获取优化后的非重叠视场相机之间的转换矩阵。实验结果表明,所提出的全局标定方法在X轴和Y轴方向上的重投影误差分别为0.33 mm和0.57 mm,具有较高的精度和稳定性,可以实现非重叠视场相机的精确标定。
Abstract
Aim

ing at the problem of the complexity of the existing global calibration method for multi-camera system with non-overlapping fields, an accurate calibration method with non-overlapping fields of view (FOV) cameras based on spatial constraints is proposed. Firstly, spliced small targets distributed in the field of respective camera are fixed together to make up a large calibration planar. A large-field camera is used to measure the spliced small targets, and the obtained relationship between the calibration plates is used as the correlated parameter between cameras. Then, small targets in the fields of view are obtained by non-overlapping FOV cameras, the reprojection error functions of cameras can be obtained based on spatial constraints, and the transformation matrix between non-overlapping FOV cameras is nonlinearly optimized by the Levenberg-Marquardt algorithm. The experimental results show that the reprojection errors of the global calibration method are 0.33 mm and 0.57 mm for the X-axes and Y-axes, respectively. It achieves global calibration of non-overlapping FOV cameras with high precision and stability.

马玛双, 杨小冈, 李传祥, 齐乃新, 宋平. 基于空间约束的非重叠视场相机精确标定方法[J]. 光学学报, 2019, 39(10): 1015003. Mashuang Ma, Xiaogang Yang, Chuanxiang Li, Naixin Qi, Ping Song. Accurate Calibration Method for Non-Overlapping Fields of Cameras Based on Spatial Constraints[J]. Acta Optica Sinica, 2019, 39(10): 1015003.

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