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A perturbation analysis and performance bound for the estimation of 3-D camera translation direction

机译:估计3-D相机平移方向的摄动分析和性能界限

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摘要

The estimation of the 3-D displacement of a moving camera relative to a scone is critical for applications in robotics as well as object-based video compression. By estimating the relative motion within a scene, one can accurately predict object positions for the future, thereby reducing the amount of information which must be coded. This problem has an inherently nonlinear nature and can therefore be computationally expensive. However, several related linear methods which use optical flow to recover the translation direction of a moving camera have been previously presented.
机译:运动相机相对于烤饼的3-D位移估计对于机器人技术以及基于对象的视频压缩中的应用至关重要。通过估计场景内的相对运动,可以准确地预测将来的对象位置,从而减少了必须编码的信息量。该问题具有固有的非线性特性,因此在计算上可能会很昂贵。然而,先前已经提出了几种使用光流来恢复运动相机的平移方向的线性方法。

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