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基于相机传感器对部分偏振光方向进行稳健且精确的估计。

Robust and accurate estimate of the orientation of partially polarized light from a camera sensor.

作者信息

Terrier P, Devlaminck V

出版信息

Appl Opt. 2001 Oct 10;40(29):5233-9. doi: 10.1364/ao.40.005233.

DOI:10.1364/ao.40.005233
PMID:18364804
Abstract

Polarized light carries valuable information about where the light has been and the various physical parameters that have been acting upon it. Thus there are several methods in computer vision that make it possible to obtain information on the observed object by studying the polarization of light reflected on the object. Most studies using this principle are interested in the determination of the object orientation in three-dimensional space. The basis of these studies rests on the estimate of a parameter that connects the orientation of the observed surface and the polarization of the reflected light wave. This parameter is the angle of polarization phi, also called the orientation of polarization. Generally, one using these methods estimates the phi angle by observing the reflected light wave through a linear polarizing filter and grabbing multiple frames for different angular orientations of the polarizer. So, between each acquisition, the polarizer is rotated of an angle theta relative to a horizontal reference axis. The accuracy of the phi estimate is then directly related to the positioning of the polarizer. But, in practice, it is difficult to guarantee the exact value of the rotation of this polarizer. It is all the more difficult to guarantee the reliability of positioning in time. We thus propose a robust and accurate solution, based on the self-calibration principle, for measuring the orientation of partially polarized light using CCD cameras. In contrast to methods generally discussed in computer vision journals, our estimate of the angle of polarization is independent of the reliability of the polarizer positioning.

摘要

偏振光携带着有关光的传播路径以及作用于其上的各种物理参数的宝贵信息。因此,计算机视觉中有几种方法可以通过研究物体反射光的偏振来获取关于被观察物体的信息。大多数利用这一原理的研究都关注于确定物体在三维空间中的方向。这些研究的基础在于对一个参数的估计,该参数将被观察表面的方向与反射光波的偏振联系起来。这个参数就是偏振角φ,也称为偏振方向。一般来说,使用这些方法的人通过线性偏振滤光片观察反射光波,并针对偏振器的不同角度取向抓取多帧图像来估计φ角。所以,在每次采集之间,偏振器相对于水平参考轴旋转一个角度θ。那么,φ估计的精度就直接与偏振器的定位有关。但是,在实际操作中,很难保证这个偏振器旋转角度的精确值。更难保证及时定位的可靠性。因此,我们基于自校准原理提出了一种稳健且精确的解决方案,用于使用CCD相机测量部分偏振光的方向。与计算机视觉期刊中通常讨论的方法不同,我们对偏振角的估计与偏振器定位的可靠性无关。

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