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一种基于双目立体视觉的弯管轴线高精度三维重建方法。

A high precision 3D reconstruction method for bend tube axis based on binocular stereo vision.

作者信息

Sun Junhua, Zhang Yue, Cheng Xiaoqi

出版信息

Opt Express. 2019 Feb 4;27(3):2292-2304. doi: 10.1364/OE.27.002292.

Abstract

Previous stereo-vision based methods for measuring bent tube axis usually approximate the centerlines of image contours as the axis projection, inevitably resulting in reconstruction errors. This phenomenon is more significant as the tube diameter increases. In this paper, a perspective projection model for any cross section of bent tube was established. Based on this model, a way to locate the precise projected position on image planes of points laying on axis was proposed and 3D coordinates of axis points are reconstructed by binocular stereo vision. We measured three bent tubes with different diameters. Compared with classical approaches, this method effectively reduces the reconstruction errors with measurement accuracy practically independent of diameter.

摘要

以往基于立体视觉的弯管轴线测量方法通常将图像轮廓的中心线近似为轴线投影,不可避免地会产生重建误差。随着管径增大,这种现象更为显著。本文建立了弯管任意横截面的透视投影模型。基于该模型,提出了一种确定轴线上点在图像平面上精确投影位置的方法,并通过双目立体视觉重建轴点的三维坐标。我们测量了三根不同管径的弯管。与传统方法相比,该方法有效降低了重建误差,测量精度几乎与管径无关。

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