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Experimental verification of heat source parameter stimation from 3D thermograms

机译:通过3D温度记录图估算热源参数的实验验证

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摘要

Major amount of thermal radiation emitted by objects is located in a small part of the infrared spectrum of electromagnetic radiation, called the thermal infrared spectrum, and can be observed and measured using thermal infrared measurement cameras. Measuring heat transfer by radiation has proven to be very valuable in medicine. One such medical application is the early detection and monitoring of breast cancers. Since tumours cause the rise in local tissue temperature, they can be observed as small embedded heat sources. The focus of this paper is the construction of new artificial test sets for heat source parameter estimation (such as the sources depth, volume and intensity/size), to be used before the clinical trials. A mixture of ballistic gelatin was used as a heat conductance medium, while a resistor grid (consisting of nine resistors) was used as a heat source, embedded inside the gelatin. Simulation procedure was conducted, resulting with a rank list of parameter configurations for every heat source of the grid. The expected values of parameters were found to be very high on the configuration list, within about 20% of available configurations in the search space. This paper shows a convenient and effective way of testing parameter estimation methods. On the other hand, although ballistic gelatin presents a homogeneous mixture for heat transfer, with similar density and elastic properties as the living tissue, it does not necessarily have same thermal conductance. This provides the possibilities for future development of new materials for comparing parameter estimation methods on artificial test sets, as well as development of more complex materials consisting of multiple layers, thus more accurately emulating the heat dispersion in human bodies.
机译:物体发出的大量热辐射位于电磁辐射的红外光谱的一小部分(称为热红外光谱)中,可以使用热红外测量相机进行观察和测量。通过辐射测量热传递已被证明在医学中非常有价值。这样的医学应用之一是乳腺癌的早期检测和监测。由于肿瘤会引起局部组织温度升高,因此可以将其视为小型嵌入式热源。本文的重点是构建用于热源参数估计(例如热源深度,体积和强度/大小)的新的人工测试集,该测试集将在临床试验之前使用。弹道明胶的混合物用作导热介质,而电阻栅(由9个电阻组成)用作热源,嵌在明胶内部。进行了仿真程序,得出了每个网格热源的参数配置的等级列表。发现参数的期望值在配置列表中非常高,大约在搜索空间中可用配置的20%之内。本文展示了一种方便有效的测试参数估计方法的方法。另一方面,尽管防弹明胶提供了均匀的传热混合物,但密度和弹性特性与活体组织相似,但不一定具有相同的热导率。这为将来开发新材料提供了可能性,该新材料用于在人工测试装置上比较参数估计方法,以及开发由多层组成的更复杂的材料,从而更准确地模拟人体中的散热。

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