考虑镜头畸变的亚像素匹配

Shihao Dong, Xiao-bo Zhao, Yongkai Yin, Jindong Tian, Xiang Peng
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引用次数: 1

摘要

作为基于条纹投影技术的主动三维视觉系统的重要组成部分,相邻两幅距离图像之间的对应搜索直接影响到深度数据匹配融合过程的精度。传统的基于相位相关的亚像素匹配方法可以达到较高的精度,但由于需要捕获两个正交的正弦条纹序列,因此需要耗费大量的时间。另一种基于单一方向条纹投影的线性插值算法由于成像模型的简化而导致精度下降。提出了一种基于线性插值的新方法。该方法利用绝对相位值和极线参数作为对应搜索的两种特征点,显著提高了深度数据的测量精度。理论分析和实验结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sub-pixel matching with consideration of lens distortion
As a crucial part of active three dimensional(3D) vision system based on fringe projection technique, correspondence search between two adjacent range images would directly influence on the accuracy of matching and fusion procedure of the depth data. The conventional sub-pixel matching method by means of phase correlation can achieve a high level of accuracy while it would also be associated with a time consuming procedure due to the requirement of capturing two orthogonal series of sinusoidal fringes. Another technique utilizing linear interpolation algorithm based on the fringe projection with single direction might cause accuracy declination as a result of the simplification in imaging model. A novel method under the framework of linear interpolation was proposed. This approach makes use of absolute phase values and parameters of epipolar line as two kinds of feature points for correspondence search, leading to a significant improvement on the measurement accuracy of the depth data. Theoretical analysis and experiment results demonstrate the validity of presented approach.
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