北方农业学报2023，Vol.51Issue(5)：93-102,10.DOI:10.12190/j.issn.2096-1197.2023.05.10
光谱成像技术在玉米种子质量检测方面的研究进展
Research progress of spectral imaging technology in maize seed quality detection
摘要
Abstract
Using traditional detection technology to meet the requirements of rapid,non-destructive,and effective seed quality detection is challenging.As science and technology advance,spectral imaging technology in conjunction with chemometric methods is now able to get both the spectral and image information of the analyte,offering the benefits of speed,non-destructiveness,and high efficiency.The method is currently applied to all aspects of seed quality detection technology.This paper introduced the theory of spectral imaging technology,summarized the status of maize seeds,the method of spectral data preprocessing,the method of extracting the characteristic wavelength of spectral data,the modeling analysis method and the model evaluation index in the detection process of spectral imaging technology.It also reviewed the research progress of spectral imaging technology in detecting maize seed vitality,moisture,disease,quality and origin.In the end,considering the problems of low data processing efficiency and low model accuracy in the quality detection of maize seeds using spectral imaging technology,the development trend of spectral imaging technology was prospected from the perspectives of research systematization and fusion of new algorithms,in order to provide references for non-destructive testing of maize seeds.关键词
玉米种子/光谱成像技术/质量/检测Key words
Maize seeds/Spectral imaging technology/Quality/Detection分类
农业科技引用本文复制引用
靖相柱,孙霞,郭业民,赵文苹,郭榛,桑茂盛..光谱成像技术在玉米种子质量检测方面的研究进展[J].北方农业学报,2023,51(5):93-102,10.基金项目
山东省自然科学基金项目(ZR202210210044) （ZR202210210044）
