基于立体PMP算法的闭塞环境三维形状测量

Hyunki Lee, D. Hong, Hyungsuck Cho
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引用次数: 0

摘要

目前,立体视觉、激光结构光、相位测量轮廓法等三维测量方法已经发展起来。然而,它们也有自己的局限性:2π模糊性、对应性问题、估计时间长。为了解决这些问题,在我们之前的研究[9,13]中,我们引入了一种采用立体视觉和PMP技术(立体PMP算法)的新型传感方法。利用立体视觉原理和双摄像头的立体PMP算法需要解决的另一个难题是遮挡问题。由于遮挡区域内没有对应点,使用典型立体视觉原理无法解决遮挡问题。然而,在我们之前基于立体PMP算法的研究中,额外使用了与投影机位置相关的相位信息,从而提供了更多的附加信息。通过使用这些附加信息,我们可以有效地解决遮挡问题。遮挡区域检测采用动态规划原理,深度测量采用典型PMP算法原理和检测深度区域的几何关系。为了验证该方法的有效性,进行了一系列的实验测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
3D shape measurement in occluded environments based on stereo PMP algorithm
Nowadays, a number of 3D measurement methods have been developed such as stereo vision, laser structured light and PMP (Phase Measuring Profilometry) method. However, they have its own limitations : 2π ambiguity, correspondence problem, long estimation time. To solve these problems, in our previous researches [9,13], we introduced a novel sensing method adopting stereo vision and PMP technique (stereo PMP algorithm). One other difficult problem is occlusion problem needed to tackle by the stereo PMP algorithm which uses the principle of stereo vision and two cameras. The occlusion problem cannot be solved by using the principle of typical stereo vision, because there is no correspondence point in occlusion area. In our previous research based on stereo PMP algorithm, however, phase information related to the projector's position is additionally used which gives more additional information. By using this additional information, we can solve the occlusion problem effectively. In order to detect occlusion area, we adopt the principle of Dynamic Programming, while to measure the depth the principle of typical PMP algorithm and the geometrical relationship of detected depth area. To verify the efficiency of the proposed method, a series of experimental tests were performed.
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