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Influencing Factors of Precision in an Active Vision System

机译:主动视觉系统中精度的影响因素

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摘要

Active vision technologies are important application based on machine vision. In the system, the encoded pattern with some styles and characters will be projected onto the surface of object. Its image will be modulated by object and captured by camera. Then, some image processing algorithms will be utilized to calculate the image coordinate of each interest point. Subsequently, the 3D Euclidean surface of object can be known. In the paper, pseudo-random principle is adopted to make the pattern of the projector in an active vision system. The pattern can make each interest point on the surface of object be recognized exclusively. It can also make following image processing simple and the active vision system convenient. The paper describes the influencing factors of precision in detailed, such as the pre-calibration of projector and the 3D Euclidean reconstruction algorithm. Accordingly, some improving measures have been presented.
机译:主动视觉技术是基于机器视觉的重要应用。在系统中,具有某些样式和字符的编码图案将被投影到对象的表面上。它的图像将被物体调制并被摄像机捕获。然后,将使用一些图像处理算法来计算每个兴趣点的图像坐标。随后,可以知道对象的3D欧几里得表面。本文采用伪随机原理在主动视觉系统中制作投影机的图案。该图案可以使对象表面上的每个兴趣点被唯一识别。它还可以简化后续图像处理并简化主动视觉系统。本文详细介绍了精度的影响因素,例如投影仪的预校准和3D欧几里得重建算法。因此,提出了一些改进措施。

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