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Pattern recognition system based on photoanisotropic copies

机译:基于光秃秃的拷贝的模式识别系统

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摘要

In this paper, we present a method of pattern recognition based on obtaining the photoanisotropic copies of object images. Such copies are induced on the dynamic polarization-sensitive material when the amplitude image of the object formed by a spatial light modulator is transilluminated by linearly polarized light with a wavelength actinic for the used material. In this case, the distribution of the intensities over the amplitude image is converted into the distribution of photoanisotropy over the sample of a polarization-sensitive material. In the recognition process, this copy is illuminated by parallel circularly polarized nonactinic light. The distribution of elliptical polarization occurs directly behind the photoanisotropic copy, and it is reduced to a summary ellipse in the Fraunhofer diffraction region. It has been shown that the parameters of this ellipse are related to the characteristics of the object and uniquely identify the initial object. The polarization-holographic diffraction element that we developed enables determining the polarization state of a summary ellipse to obtain all the Stokes parameters in real time. The obtained results were compared with the Stokes parameters of the recognizable object in the database. The method invariance with regard to the position, scale, and rotation of the pattern were investigated. In addition, the resolution and sensitivity of this method were determined. The polarization-sensitive materials used to obtain copies are reversible, with practically an unlimited number of recording-deleting cycles. To obtain a photoanisotropic copy of another object on the same material, the previous copy should be deleted with a pulse of circularly polarized actinic light, and then the next copy can be recorded. A laboratory model of the recognition device and the appropriate software were created, and a theoretical model was developed. Databases were obtained for the images of various objects. (C) 2019 Optical Society of America
机译:在本文中,我们提出了一种基于获得对象图像的光偶像拷贝的模式识别方法。当由空间光调制器形成的物体的幅度图像通过具有线性偏振光的线性偏振光而具有用于使用的材料的波长偏光的线性偏振光来诱导这样的拷贝。在这种情况下,在偏振敏感材料的样品上,将幅度图像上的强度的分布转换成光秃秃的分布。在识别过程中,该副本由平行圆极化的非致态光照射。椭圆偏振的分布直接在光秃秃的拷贝后面发生,并且在Fraunhofer衍射区域中减少到概述椭圆形。已经表明,该椭圆的参数与对象的特征有关,并且唯一地识别初始对象。我们开发的偏振 - 全息衍射元件使得能够确定概要椭圆的偏振状态,以实时获得所有Stokes参数。将获得的结果与数据库中可识别对象的Stokes参数进行比较。研究了图案的位置,刻度和旋转方面的方法不变。此外,确定该方法的分辨率和敏感性。用于获得拷贝的偏振敏感材料是可逆的,并且实际上是无限数量的记录删除循环。为了在同一材料上获取另一个对象的光秃秃的副本,应该用圆极化的光化光脉冲删除先前的副本,然后可以记录下一个副本。创建了识别装置的实验室模型和适当的软件,并开发了理论模型。为各种对象的图像获得数据库。 (c)2019年光学学会

著录项

  • 来源
    《Applied optics》 |2019年第7期|共11页
  • 作者单位

    Georgian Tech Univ Lab Holog Recording &

    Proc Informat Inst Cybernet 5 Z Anjaparidze Str GE-0186 Tbilisi Rep of Georgia;

    Georgian Tech Univ Lab Holog Recording &

    Proc Informat Inst Cybernet 5 Z Anjaparidze Str GE-0186 Tbilisi Rep of Georgia;

    Georgian Tech Univ Lab Holog Recording &

    Proc Informat Inst Cybernet 5 Z Anjaparidze Str GE-0186 Tbilisi Rep of Georgia;

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  • 正文语种 eng
  • 中图分类 应用;
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