对离散傅里叶级数求和的Hamming方法的改进及其在热成像图像校正中的应用

E. Laneev, O. Baaj
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引用次数: 1

摘要

本文考虑了用热成像仪获得的被研究对象表面温度分布形式的热像图的数学校正方法。热像图再现了被研究物体内部产生热量的结构的图像。由于源通常从物体表面去除,并且物体表面的温度分布由于导热和热交换过程而使图像传输模糊,因此该图像传输时会产生失真。本文考虑将温度函数作为谐波函数从表面延拓到研究对象深处,从而得到源附近的温度分布函数作为一种校正原理。这种分布被认为是调整后的热图。延拓是在求解拉普拉斯方程的柯西问题——一个不适定问题的基础上进行的。利用Tikhonov正则化方法构造解。构造的近似解的主要部分由拉普拉斯算子的特征函数表示为傅里叶级数。问题的离散化导致离散傅立叶级数。提出了傅里叶级数求和及系数计算的Hamming方法的一种改进。
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On a modification of the Hamming method for summing discrete Fourier series and its application to solve the problem of correction of thermographic images
The paper considers mathematical methods of correction of thermographic images (thermograms) in the form of temperature distribution on the surface of the object under study, obtained using a thermal imager. The thermogram reproduces the image of the heat-generating structures located inside the object under study. This image is transmitted with distortions, since the sources are usually removed from its surface and the temperature distribution on the surface of the object transmits the image as blurred due to the processes of thermal conductivity and heat exchange. In this paper, the continuation of the temperature function as a harmonic function from the surface deep into the object under study in order to obtain a temperature distribution function near sources is considered as a correction principle. This distribution is considered as an adjusted thermogram. The continuation is carried out on the basis of solving the Cauchy problem for the Laplace equation - an ill-posed problem. The solution is constructed using the Tikhonov regularization method. The main part of the constructed approximate solution is presented as a Fourier series by the eigenfunctions of the Laplace operator. Discretization of the problem leads to discrete Fourier series. A modification of the Hamming method for summing Fourier series and calculating their coefficients is proposed.
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CiteScore
0.60
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0.00%
发文量
20
审稿时长
10 weeks
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