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一种应用于双目相机标定的三角形球标定物OA

A Triangular Sphere Calibration Object Applied to Binocular Camera Calibration

中文摘要英文摘要

为解决实际应用场合中双目相机标定存在标定精度欠佳、标定误差大等问题,提出了一种可应用于双目相机标定的三角形球标定物,该标定物以球作为标定立体,三角形作为基元,进行双目相机标定,通过椭圆拟合、Cholesky分解、单应矩阵求解以及非线性优化等步骤,计算双目相机的内外参数及畸变参数.该标定物简化了基元对应关系,可实现多视点相机同时标定,所提方法既适用于2个不同结构的单目相机解算双目相机参数,也适用于同一结构内的2个图像传感器组成的双目相机标定.通过实验证明,应用该标定物的双目相机,在标定精度、左右相机标定误差以及鲁棒性等方面均优于传统算法,算法综合评价得到明显提高.

In order to solve the problems of poor calibration accuracy and large calibration errors in the calibration of binocular cameras in practical applications,a triangular sphere calibration object that can be applied to binocular camera calibration is proposed.The calibration object uses a sphere as the calibration stereo and a triangle as the base element for binocular camera calibration.The internal and external param-eters as well as distortion parameters of the binocular camera are calculated through steps such as ellipse fitting,Cholesky decomposition,homography matrix solving,and nonlinear optimization.This method sim-plifies the correspondence between primitives and enables simultaneous calibration of multi viewpoint cam-eras.It is suitable for solving binocular camera parameters for two monocular cameras with different struc-tures,as well as for calibrating binocular cameras composed of two image sensors within the same struc-ture.Through experiments,it has been proven that the binocular camera using this calibration object out-performs traditional algorithms in terms of calibration accuracy,left and right camera calibration errors,and robustness.The comprehensive evaluation of the algorithm has been significantly improved.

张晓闻;吕铁钢

太原工业学院电子工程系,山西太原 030008太原工业学院电子工程系,山西太原 030008

信息技术与安全科学

双目相机标定三角形基元内外参数多视点标定

calibration of binocular camerastriangular elementinternal and external parametersmulti viewpoint calibration

《机械与电子》 2025 (7)

16-23,8

山西省基础研究计划(自由探索类)项目(202303021222299)山西省高等学校科技创新项目(2023L358)

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