摘要
针对目前条纹模板测量法在图像畸变校正中所存在的过校正问题,文章采用载频条纹相位解调分析结合畸变模型实现对镜头桶形畸变的测量与校正。以载频条纹图像作为校正模板,使用广角镜头相机进行拍摄,获得畸变条纹图像;采用具有高空间局域特性的四步相移分析方法进行相位解调,获得畸变中心位置以及径向畸变量分布;根据桶形径向畸变的偶数阶多项式模型展开数值拟合分析,对畸变参量进行估算,结合畸变中心位置点参量,最终实现对畸变图像的校正。数值模拟以及实验结果表明,方法简单、有效,具有实际的应用价值。
Aiming at the over-correction problem of the fringe template measurement method in the lens distortion correction, the phase analysis of fringe-pattern combined with the distortion model is adopted to realize the measurement and correction of the lens barrel distortion. Firstly, the standard cosine fringe-pattern is employed as the measuring template and captured by the camera with wide-angle lens to obtain the distorted fringe-pattern. Four-step phase shifting analysis, which is excellent at spatial localization analysis, is employed for the phase analysis. And then the distortion center and the radial distortion phase are obtained. According to the even-order polynomial model of the radial distortion, the distortion parameters are calculated by numerical curve fitting. Finally, the image correction is achieved according to the distortion parameters and the distortion center. Numerical simulation and real distorted image experiments have been carried out to validate the method.
作者
吴杰鸿
周维帅
李海
翁嘉文
WU Jiehong;ZHOU Weishuai;LI Hi;WENG Jiawen(Department of Applied Physics,College of Electronic Engineering(College of Artificial Intelligence),South China Agricultural University,Guangzhou 510642,China;Department of Optoelectronic Engineering,College of Science Engineering,Jinan University,Guangzhou 510632,China)
出处
《光学技术》
CSCD
北大核心
2021年第4期422-427,共6页
Optical Technique
基金
国家自然科学基金(61971201)。
关键词
信息光学
畸变校正
机器视觉
相位分析
条纹图像分析
information optics
distortion correction
computer vision
phase analysis
fringe-pattern analysis