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Stratified Self Calibration from Screw-Transform Manifolds

机译:螺旋变换歧管的分层自校准

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This paper introduces a new, stratified approach for the metric self calibration of a camera with fixed internal parameters. The method works by intersecting modulus-constraint manifolds, which are a specific type of screw-transform manifold. Through the addition of a single scalar parameter, a 2-dimensional modulus-constraint manifold can become a 3-dimensional Kruppa-constraint manifold allowing for direct self calibration from disjoint pairs of views. In this way, we demonstrate that screw-transform manifolds represent a single, unified approach to performing both stratified and direct self calibration. This paper also shows how to generate the screw-transform manifold arising from turntable (ie., pairwise-planar) motion and discusses some important considerations for creating a working algorithm from these ideas.
机译:本文介绍了具有固定内部参数的相机公制自校准的新的分层方法。该方法通过交叉模量约束歧管来起作用,这是一种特定类型的螺旋变换歧管。通过添加单个标量参数,二维模量约束歧管可以成为三维kruppa-约束歧管,允许从不相交的视图上直接自校准。通过这种方式,我们证明了螺旋变换歧管代表单个统一的方法来执行分层和直接自校准。本文还示出了如何生成由转盘(即,成对平面)运动产生的螺旋变换歧管,并讨论了从这些想法创建工作算法的一些重要考虑因素。

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