计算机视觉测量系统的误差模型分析
Error Model Analysis of Computer Vision Photogrammetry System
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摘要: 基于相机的针孔模型,研究了相机光学系统产生的4种非线性误差,并在有径向失真和图像中心偏移失真的情况下,用模拟数据对匹配误差和不同量化等级在重建过程中的传播过程和影响作了详细讨论,为视觉测量系统达到高精度的三维重建提供了可靠的误差模型.Abstract: In order to achieve 3D,either Euclidean or projective reconstruction with high precision,one has to consider lens distortion.Based on a pinhole camera,this paper addresses an error model of hand-held camera photogrammetry system,and then the special case of image matching error and the influence of camera distortion on3D reconstruction are discussed in detail.Finally,a reliable error model is provided to make the photogrammetry system achieve high accuracy of 3D reconstruction.
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