| 基于灰度图像的大米垩白检测算法研究 |
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| 引用本文： | 孙翠霞,方华,胡波. 基于灰度图像的大米垩白检测算法研究[J]. 广西工学院学报, 2010, 21(2): 36-40 |
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| 作者姓名： | 孙翠霞 方华 胡波 |
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| 作者单位： | 1. 广西工学院电子信息与控制工程系,广西,柳州,545006
2. 广西工学院工程训练中心,广西,柳州,545006 |
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| 基金项目： | 广西教育厅科研项目经费 |
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| 摘 要： | 大米垩白是检测大米质量等级的重要指标,在利用机器视觉技术进行垩白粒率的检测中,采用能够利用阈值法获取垩白米粒的DH-HV 1303UC摄像头采集的大米灰度图像,进行垩白检测算法的研究,选用双阈值法对大米图像进行分割,分别得到大米籽粒图像和只含垩白米粒的大米图像.在检测中,针对大米籽粒间存在连接的情况,提出了一种基于形态学中腐蚀、膨胀算法的垩白米粒检测方法.试验结果表明,在垩白米粒含量不同籽粒间连接程度不同的情况下,此检测算法均可达到较高的检测精度.
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| 关 键 词： | 大米 垩白粒率 灰度图像 检测 籽粒连接 |
Study on the rice chalkiness detecting algorithm based on gray image |
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| SUN Cui-xia,FANG Hua,HU Bo. Study on the rice chalkiness detecting algorithm based on gray image[J]. Journal of Guangxi University of Technology, 2010, 21(2): 36-40 |
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| Authors: | SUN Cui-xia FANG Hua HU Bo |
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| Affiliation: | a(a.Department of Electronic Information and Control Engineering;b.Engineering Training Center,Guangxi University of Technology,Liuzhou 545006,China) |
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| Abstract: | Chalky rice is an important criterion in the detection of rice quality.In the rice chalkiness detecting algorithm,firstly,the DH-HV1303UC camera is used to obtain the gray-scale image of rice,which can extract chalky rice by the method of double-threshold.Touching rice grain is an important problem in chalky rice detecting based on machine vision.A novel method for chalky rice detection with touching rice grain based on erosion and dilation process is proposed.The experimental results show that in the state of different rate of chalky rice and the connection between the rice grain,the novel method can achieve higher detection accuracy. |
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| Keywords: | rice chalky rice rate gray-scale image detection touching rice grain |
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