Real-time tracking and estimation of plane pose

J. M. Buenaposada, L. Baumela
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引用次数: 59

Abstract

In this paper we present a method to estimate in real-time the position and orientation of a previously viewed planar patch. The algorithm is based on minimising the sum of squared differences between a previously stored image of the patch and the current image of it. First a linear model for projectively tracking a planar patch is introduced, then a method to compute the 3D position and orientation of the patch in 3D space is presented. In the experiments conducted we show that this method is adequate for tracking not only planar objects, but also non planar objects with limited out-of-plane rotations, as is the case of face tracking.
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平面姿态的实时跟踪与估计
在本文中,我们提出了一种实时估计预先观察的平面贴片的位置和方向的方法。该算法基于最小化先前存储的补丁图像与当前图像之间的平方差之和。首先介绍了平面贴片投影跟踪的线性模型,然后给出了一种计算贴片在三维空间中的位置和方向的方法。实验表明,该方法不仅适用于平面物体的跟踪,也适用于面外旋转有限的非平面物体的跟踪,如人脸跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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