计算机与现代化 ›› 2023, Vol. 0 ›› Issue (03): 6-10.

• 图像处理 • 上一篇    下一篇

微柱凝胶血型检测卡异物智能检测系统

  

  1. (1.长沙理工大学物理与电子科学学院,湖南 长沙 410114; 2.纳威尔智能科技有限公司,湖南 长沙 410114)
  • 出版日期:2023-04-17 发布日期:2023-04-17
  • 作者简介:李雨晴(1991—),女,湖南长沙人,硕士研究生,研究方向:图像处理,机器视觉,E-mail: 836418654qq.com; 通信作者:文勇军(1975—),男,湖南长沙人,硕士,研究方向:大数据及人工智能,E-mail: micowen@csust.edu.cn; 曾小为(1992—),男,湖南长沙人,工程师,研究方向:机器视觉; 唐立军(1963—),男,湖南长沙人,教授,博士,研究方向:信号检测与处理; 周庆华(1977—),男,湖南长沙人,教授,博士,研究方向:人工智能及其应用; 张志刚(1989—),男,河北河间人,博士研究生,研究方向:信号检测与处理。
  • 基金资助:
    国家自然科学基金资助项目(42074198); 湖南省水利科技项目(XSKJ2019081-44)

Intelligent Foreign Body Detection System of Micro-gel Blood Group Test Card

  1. (1. School of Physics and Electronic Science, Changsha University of Science and Technology, Changsha 410114, China;
    2. Nevil Intelligent Technology Co. LTD., Changsha 410114, China)
  • Online:2023-04-17 Published:2023-04-17

摘要: 微柱凝胶血型检测卡中的异物严重影响临床检测结果,在分发装盒之前必须经过严格检测,目前主要依赖人工灯检,检测效率低,精准性差。本文设计一种微柱凝胶异物智能检测系统。该系统设计特定波段的红外LED光源获取凝胶卡图像,研究并实现用于提取凝胶卡图像杂质特征信息的改进型高斯滤波算法和二次高斯差分算法,设计识别、跟踪、剔除自动控制装置,实现对有异物的血型检测卡的自动分离。使用纳威尔智能科技有限公司提供的样品进行测试,本文系统检测准确率高于98%,检测异物最小直径为50微米。

关键词: 异物检测系统, 微柱凝胶卡, 改进型高斯滤波

Abstract: The foreign matter in the micro-gel blood group test card seriously affects the clinical test results, so it must be strictly tested before it is distributed and boxed. At present, it mainly depends on manual lamp test, which has low detection efficiency and poor accuracy. In this paper, an intelligent detection system for micro-column gel foreign bodies is designed. In this system, the infrared LED light source with a specific wavelength band is designed to obtain the gel card image, and the improved Gaussian filtering algorithm and quadratic Gaussian difference algorithm for extracting the impurity characteristic information of the gel card image are studied and realized. The automatic control device for identification, tracking and rejection is designed, and the automatic separation of blood type test cards with foreign bodies is realized. Samples provided by Nevil Intelligent Technology Co., Ltd. are used for testing, the detection accuracy of the proposed system is higher than 98%, and the minimum diameter of foreign bodies detected is 50 microns.

Key words: vision inspection system, microcolumn gel, improved Gaussian filtering