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A new constraint on the imaged absolute conic from aspect ratio and its application

机译:纵横比对成像绝对圆锥的新约束及其应用

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摘要

Camera self-calibration is an important task in computer vision. In the literature, if the aspect ratio is known, people need additionally zero-skew-assumption to generate a constraint on the image of the absolute conic for camera calibration. However usually camera skew is nonzero and unknown. In this paper, a new quadric constraint on the image of the absolute conic is introduced, which is solely from known aspect ratio. Its application to single-view-based calibration and reconstruction is reported to illustrate its applicability and usefulness. In addition, the new constraint is experimentally shown to be advantageous over the commonly used zero-skew-based constraint in terms of calibration accuracy.
机译:相机自校准是计算机视觉中的重要任务。在文献中,如果长宽比已知,则人们还需要零偏斜假设,以对用于摄像机校准的绝对圆锥图像产生约束。但是,通常摄像机偏斜为非零且未知。在本文中,引入了对绝对圆锥图像的新二次约束,这完全是基于已知的纵横比。据报道其在基于单视图的校准和重建中的应用说明了其适用性和实用性。另外,实验证明新约束在校准精度方面优于常用的基于零偏的约束。

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