A Study on Radiation Imaging Mechanism and Characteristics in Different Inspection Systems

Yuting Xu, Zhifang Wu, Qiang Wang
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Abstract

Radiation imaging, as a key issue in nuclear technology, has received considerable attention in the industry. It is widely used in nuclear medicine, Customs supervision, and many other areas. The objective of this investigation is to get insight into the principle, operation characteristics and image characteristics of radiation imaging. In this paper, an investigation on radiation imaging is conducted on three main inspection systems for Customs supervision, including small X-ray inspection machine, CT baggage inspection system, and large container inspection system. The principle, operation characteristics, evaluation indexes, pseudo-color processing and image characteristics are discussed in detail. The results indicate that the spatial resolution of small X-ray inspection machine is much higher than that of CT baggage/goods inspection system and large container/vehicle inspection system. It is a challenge to identify substances and specific shapes in the case of overlapping for small X-ray inspection system. Moreover, the mechanism of X-ray images is discussed as well. The radiation images are divided into three types, including two-dimensional, pseudo-color, high spatial resolution; two-dimensional, gray, high spatial resolution; three-dimensional, pseudo-color, high density resolution. The further investigation on machine inspection images is suggested to focus on the application environment. For some objects with specific characteristics, such as amorphous, explosive, the CT baggage inspection has much better performance than other systems. The research in this paper reveals the mechanism, parametric effect and imaging characteristics. It could provide a necessary foundation for the follow-up intelligent processing, detection, identification and annotation for radiation imaging in nuclear area. The research on inspection devices could lend strong experience to medical treatment, industry and many other fields.
不同检测系统的辐射成像机理及特性研究
辐射成像作为核技术中的一个关键问题,一直受到工业界的高度重视。它被广泛应用于核医学、海关监管和许多其他领域。本研究的目的是了解辐射成像的原理、工作特点和图像特点。本文针对海关监管的三种主要检查系统,即小型x射线检查机、CT行李检查系统和大型集装箱检查系统,对辐射成像进行了研究。详细论述了其原理、工作特点、评价指标、伪彩色处理及图像特性。结果表明,小型x射线检测机的空间分辨率远高于CT行李/货物检测系统和大型集装箱/车辆检测系统。对于小型x射线检测系统来说,在重叠情况下识别物质和特定形状是一个挑战。此外,还讨论了x射线成像的机理。辐射图像分为三种类型,包括二维、伪彩色、高空间分辨率;二维、灰度、高空间分辨率;三维、伪彩色、高密度分辨率。建议进一步研究机器检测图像的应用环境。对于一些具有特定特性的物品,如无定形、易爆等,CT行李检查的性能要比其他系统好得多。本文的研究揭示了其机理、参数效应和成像特征。为核区辐射成像的后续智能处理、检测、识别和标注提供必要的基础。检测设备的研究可以为医疗、工业和其他许多领域提供丰富的经验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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