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一种行星车视觉导航系统的立体校正算法
Alternative TitleA Stereo Rectification Algorithm for Planetary Rover Visual Navigation System
王怀超; 张学全; 李海丰
Department空间技术部
Source Publication宇航学报
2017
Volume38Issue:2Pages:159-165
ISSN1000-1328
Language中文
Keyword行星车 视觉导航 立体校正 基础矩阵 极线几何
Abstract针对行星车软着陆过程中,视觉导航系统参数变化后星面再标定难度大的问题,在传统立体校正算法基础上提出了一种适用于行星车视觉导航的弱标定立体校正算法。算法利用地面标定结果和对应匹配点进行优化计算,约束校正矩阵形式,保证了校正结果为以光心为投影点的单应变换,并进一步简化参数,降低计算复杂度。在理论上证明了算法的正确性,实验验证了算法的有效性。实验结果表明,算法校正结果与已知相机内、外参数的欧几里德校正方法性能相当,校正误差和校正畸变均较小,满足行星车视觉导航系统要求。
Other AbstractDuring the process of soft-landing for a planetary rover, the parameters of the video navigation system will be changed. There exists the problem about the increased difficulty for the re-calibration of the two cameras. Based on the common stereo rectification algorithm, a weak calibrated stereo rectification algorithm for the visual navigation system of the planetary rover is proposed in this paper. In this algorithm, the rectification matrix is calculated by corresponding points and parameters calibrated on the Earth; the rectification matrix is constrained to ensure that the projection is a homograph transformation whose projection point is the optical center; the computational complexity is reduced by reducing the number of the parameters. The rectification performance comparison experiments between our algorithm and the Euclidean Rectification algorithm have demonstrated the effectiveness of our proposed algorithm. The correction error and the correction distortion are both smaller, which meets the requirements about the vision system of the planetary rover. © 2017, Editorial Dept. of JA. All right reserved.
Indexed ByEI ; CSCD
Citation statistics
Cited Times:2[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.nssc.ac.cn/handle/122/5980
Collection空间技术部
Recommended Citation
GB/T 7714
王怀超,张学全,李海丰. 一种行星车视觉导航系统的立体校正算法[J]. 宇航学报,2017,38(2):159-165.
APA 王怀超,张学全,&李海丰.(2017).一种行星车视觉导航系统的立体校正算法.宇航学报,38(2),159-165.
MLA 王怀超,et al."一种行星车视觉导航系统的立体校正算法".宇航学报 38.2(2017):159-165.
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