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考虑光照条件的蛋壳蛋心颜色识别方法
引用本文:祝志慧,周平,王树才,文友先.考虑光照条件的蛋壳蛋心颜色识别方法[J].农机化研究,2011,33(4).
作者姓名:祝志慧  周平  王树才  文友先
作者单位:华中农业大学工学院,武汉,430070
基金项目:国家"863"高技术研究发展计划项目,湖北省重点新产品计划项目
摘    要:研究了机器视觉识别中光照条件对蛋壳蛋心颜色的影响;根据白壳与青壳蛋透光性的差异,对比分析了鸭蛋不同壳色在不同光照强度下的颜色信息,找出了白壳蛋与青壳蛋图像信息差异最大的参数以及对应的光照条件.同时,分析了与蛋黄颜色相关性较大的特征参数及光照条件.实验表明:光照条件的亮度等级为120时,鸭蛋图像的可分度最好,利用形心区域的尺分量来判断蛋壳的颜色,计算量减少,分类准确,易实现;白壳蛋在180亮度及青壳蛋在210亮度等级下,根据形心区域的H分量建立判别模型,预测精度高.

关 键 词:蛋壳颜色  蛋心颜色  机器视觉  光强等级  识别

An Improved Method of Eggshell Color Recognition
Zhu Zhihui,Zhou Ping,Wang Shucai,Wen Youxian.An Improved Method of Eggshell Color Recognition[J].Journal of Agricultural Mechanization Research,2011,33(4).
Authors:Zhu Zhihui  Zhou Ping  Wang Shucai  Wen Youxian
Institution:Zhu Zhihui,Zhou Ping,Wang Shucai,Wen Youxian(School of Engineering & Technology,Huazhong Agricultural University,Wuhan 430070,China)
Abstract:The light conditions on the impact of egg shell color and egg yolk in machine vision recognition are studied.The penetrate percentage of the white eggshell and the cyan are different on the same irradiation condition,which would led synchronous difference in the image.The best irradiation condition was found on which the penetrate percentage difference was most distinct.Besides,the most relativity between yolk color and image information was also analyzed.Experiments show that: when brightness of light cond...
Keywords:eggshell color  egg yolk color  machine vision  light level  recognition  
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