首页> 外文会议>Conference on Lightmetry 2002: Metrology and Testing Techniques Using Light, May 14-16, 2002, Warsaw, Poland >Measurement of object position inside high scattering medium by use of optical tomography method with neural processing
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Measurement of object position inside high scattering medium by use of optical tomography method with neural processing

机译:光学断层摄影与神经处理相结合的方法测量高散射介质内的物体位置

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Optical imaging of objects inside high scattering medium by use of light instead of X-rays is called optical tomography. There are several types of optical tomography methods. One of them is direct transillumination with laser light in order to collect shadow images as a starting point for tomography procedure leading to three-dimensional object imaging. In this paper we present a modification of a direct transillumination optical tomography method with neural processing to measure a position of the object placed inside water solution of Intralipid, i.e. inside liquid, which simulates optical properties of a living tissue. As a light source a laser diode emitting red light beam (λ≈670 nm) is used. Detection system of transillumination images is based on scanning of the optical field by photodiode. Scattered field measurements for opposite directions of object illumination, are processed by the neural net. In this approach all the time-consuming computations are conducted while training the artificial neural network. Results of object position measurement obtained in works leading to the paper show that neural processing is helpful in better accuracy of the object positioning, than direct image processing.
机译:使用光而不是X射线对高散射介质内部的对象进行光学成像称为光学层析成像。有几种类型的光学层析成像方法。其中之一是用激光直接透射,以便收集阴影图像,作为进行三维物体成像的层析成像程序的起点。在本文中,我们提出了一种采用神经处理的直接透射照明光学层析成像方法的改进方法,以测量放置在脂质体内水溶液(即液体内部)中的物体的位置,该物体模拟了活体组织的光学特性。作为光源,使用发射红色光束(λ≈670nm)的激光二极管。透照图像的检测系统基于光电二极管对光场的扫描。神经网络处理对象照明的相反方向的散射场测量值。在这种方法中,所有的耗时计算都在训练人工神经网络的同时进行。在导致论文的工作中获得的对象位置测量结果表明,与直接图像处理相比,神经处理有助于更好地定位对象。

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