鱼眼相机校正的椭圆函数模型

Haijiang Zhu, Xuejing Wang, C. Yi
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引用次数: 4

摘要

本文提出了一个椭圆函数来模拟三维入射光线与相应的鱼眼图像坐标之间的非线性关系。首先将图像坐标从二维平面提升到五维二次空间。然后利用鱼眼相机畸变参数的线性组合建立椭圆函数模型。鱼眼相机的畸变参数可以通过鱼眼图像中三维直线的投影来估计。最后,通过椭圆模型参数对鱼眼图像进行校正。利用该模型、Claus模型和Geyer模型与合成数据和真实鱼眼图像进行了对比实验,实验结果表明该模型是可行和有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An elliptical function model for fisheye camera correction
An elliptical function to model the nonlinear relation between 3D incoming rays and corresponding fisheye image coordinates is presented in this paper. Image coordinates are firstly lifted from a 2D plane to a five-dimensional quadratic space. And then the elliptical function model is built to use a linear combination of the distorted parameters of fisheye camera. Distorted parameters for fisheye camera can be estimated from the projection of 3D lines in the fisheye image. Finally, the fisheye image is corrected through the elliptical model parameters. Comparison experiments with synthetic data and real fisheye images using our model, Claus's model and Geyer's model are given, and experimental results show that our correction model is feasible and effective.
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