结构光中快速间断感知亚像素对应

Nicolas Hurtubise, S. Roy
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引用次数: 0

摘要

基于结构光的三维扫描提出了各种挑战。虽然对间接照明的稳健性一直是最近研究的主题,但关于不连续的研究很少。本文提出了一种新的亚像素精度结构光对应估计的间断感知算法。该算法不仅对常见的结构光问题(如间接照明效应)具有鲁棒性,而且可以明确地识别不连续性。这大大减少了物体边界的重建伪影,这是结构光方法普遍存在的问题,特别是那些依赖于直接解码的方法。我们的方法比以前提出的鲁棒亚像素方法更快,已经在合成和真实数据上进行了测试,与其他最先进的方法相比,在不连续处的测量显示出显着的改进。
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Fast Discontinuity-Aware Subpixel Correspondence in Structured Light
Structured light-based 3D scanning presents various challenges. While robustness to indirect illumination has been the subject of recent research, little has been said about discontinuities. This paper proposes a new discontinuity-aware algorithm for estimating structured light correspondences with subpixel accuracy. The algorithm is not only robust to common structured light problems, such as indirect lighting effects, but also identifies discontinuities explicitly. This results in a significant reduction of reconstruction artifacts at objects borders, an omnipresent problem of structured light methods, especially those relying on direct decoding. Our method is faster than previously proposed robust subpixel methods, has been tested on synthetic as well as real data and shows a significant improvement on measurement at discontinuities when compared with other state-of-the-art methods.
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