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基于模板匹配的太赫兹光谱识别物质方法
引用本文:殷清燕,车露美,韩占锁,周亚西,罗蓓蓓. 基于模板匹配的太赫兹光谱识别物质方法[J]. 激光与光电子学进展, 2020, 57(10): 317-323. DOI: 10.3788/LOP57.101506
作者姓名:殷清燕  车露美  韩占锁  周亚西  罗蓓蓓
作者单位:西安建筑科技大学理学院,陕西西安710055;西安应用光学研究所,陕西西安710065;西安现代控制技术研究所,陕西西安710065
基金项目:陕西省自然科学基础研究计划;国家自然科学基金
摘    要:针对混合物成分识别难题,采用太赫兹时域光谱技术获得物质的特征吸收光谱,研究0.1~7.0THz宽带太赫兹吸收光谱处理方法和特征光谱识别方法。先扣除空气环境中环境噪声、背景噪声和随温度变化的水蒸气吸收谱对待测物质造成的影响,获得用于识别的太赫兹吸收光谱;基于模板匹配、数值平滑、主吸收峰提取与识别和混合物成分判定等方法,建立混合物成分的太赫兹光谱提取分析模型;调用太赫兹光谱数据库,采用模板匹配和吸收峰峰值、面积比对的方法,依次判断识别扣除各样品的太赫兹吸收光谱。最后,依据算法模型完成混合火炸药的太赫兹特征光谱探测与识别。结果表明,所提方法可逐一分辨混合物成分,是一种可靠的太赫兹宽带光谱特性识别方法。

关 键 词:机器视觉  混合物识别  太赫兹光谱  模板匹配  吸收峰提取

Template Matching-Based Method for Identifying Substances in Terahertz Spectrum
Yin Qingyan,Che Lumei,Han Zhansuo,Zhou Yaxi,Luo Beibei. Template Matching-Based Method for Identifying Substances in Terahertz Spectrum[J]. Laser & Optoelectronics Progress, 2020, 57(10): 317-323. DOI: 10.3788/LOP57.101506
Authors:Yin Qingyan  Che Lumei  Han Zhansuo  Zhou Yaxi  Luo Beibei
Affiliation:(College of Science,Xi'an University of Arhitecture and Technology,Xi an,Shaanxi 71005,Chima;Xi'an Institute of Applied Optics,Xi'an,Shaanxi 710065,China;Xi'an Institute of Moodern Control Techndogy,Xi'an,Shaanxi 710065,China)
Abstract:Aiming at the problem of mixture composition identification,terahertz time-domain spectroscopy is used to obtain the characteristic absorption spectrum of a substance,and the processing method of 0.1-7.0 THz wideband terahertz absorption spectrum and a method to identify its spectral characteristics are studied.First,we deduct the influence of the environmental noise,background noise,and water vapor absorption spectrum changing with temperature change on the measured substance in the are environment,and obtain the terahertz absorption spectrum for identification based on template matching,numerical smoothing,main absorption peak extraction and identification,followed by the determination of mixture components.We then establish a model for extracting and analyzing the terahertz spectra of the mixture components,refer to the terahertz spectrum database,use template matching,absorption peak to peak,and area comparison methods to sequentially determine and deduct the terahertz absorption spectra of each sample.Finally,based on the proposed algorithm model,the terahertz characteristic spectrum detection and identification of the mixed explosives are achieved.Results show that the proposed method can sequentially distinguish the components of the mixture,and is a reliable method to identify the terahertz broadband spectral characteristics for these components.
Keywords:machine vision  mixture identification  terahertz spectrum  template matching  absorption peak extraction
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