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Improved system calibration for specular surface measurement by using reflections from a plane mirror

镜面反射 光学 校准 束流调整 计算机科学 摄像机切除 反射(计算机编程) 稳健性(进化) 计算机视觉 像素 投影(关系代数) 人工智能 镜面反射高光 算法 物理 图像(数学) 基因 量子力学 生物化学 化学 程序设计语言
作者
Zhou Tian,Kun Chen,Haoyun Wei,Yan Li
出处
期刊:Applied optics-OT [Optica Publishing Group]
卷期号:55 (25): 7018-7018 被引量:21
标识
DOI:10.1364/ao.55.007018
摘要

In this paper, we introduce a flexible and simple system calibration method for specular surface metrology based on the combination of reflection rays determined by the varied points on a screen and reflection images of a plane mirror without fiducials placed at three different locations. This calibration procedure involves three steps. The camera is first calibrated based on plane patterns. Then the reflection ray directions are measured via correspondence matching. The last calibration step is the pose estimation by the orthogonal iteration algorithm and reflections in a plane mirror. Basically, the concept of replacing the coordinates of the camera center with the reflection ray can alleviate the trouble of imaging aberration. Then global optimization can be operated with the orthogonal projection defined by the reflection ray, providing precise initial values for the process of bundle adjustment, compared to the classical calibration approach directly using the local optimization algorithm. Simulations and experiments both demonstrate the validity, efficiency, and robustness of the proposed improved method. In the simulations, the proposed method achieves the absolute errors of the camera parameters within 3 pixels and the relative errors of the screen pose are below 0.5% when the noise level is 0.6 pixel. Furthermore, the calibration method shows strong anti-noise ability, relying on the application of the reflection rays and the global optimization before the final bundle adjustment. In addition, the reconstruction accuracy in our experiment improves by 60.11% by the proposed method compared with the calibration procedure, which only utilizes the bundle adjustment optimization. In general, this novel calibration method can make the measurement achieve high accuracy and robustness at a low cost and with a simple setup, providing an efficient, economical, and flexible approach for a phase measuring deflectometry system in practical situations.
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