A curve-based material recognition method in MeV dual-energy X-ray imaging system

被引:12
作者
Chen, Zhi-Qiang [1 ,2 ]
Zhao, Tiao [1 ,2 ]
Li, Liang [1 ,2 ]
机构
[1] Tsinghua Univ, Dept Engn Phys, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Key Lab Particle & Radiat Imaging, Minist Educ, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
High energy; Dual energy; Digital radiography; Material recognition;
D O I
10.1007/s41365-016-0019-4
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
High-energy dual-energy X-ray digital radiography imaging is mainly used in the material recognition of cargo inspection. We introduce the development history and principle of the technology and describe the data process flow of our system. The system corrects original data to get a dual-energy transparence image. Material categories of all points in the image are identified by the classification curve, which is related to the X-ray energy spectrum. For the calibration of classification curve, our strategy involves a basic curve calibration and a real-time correction devoted to enhancing the classification accuracy. Image segmentation and denoising methods are applied to smooth the image. The image contains more information after colorization. Some results show that our methods achieve the desired effect.
引用
收藏
页数:8
相关论文
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