| 烧结矿矿相显微图像识别及系统开发 |
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| 引用本文： | 范晓慧,赵忠花,陈许玲,甘敏,王祎.烧结矿矿相显微图像识别及系统开发[J].中南大学学报(自然科学版),2011(10). |
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| 作者姓名： | 范晓慧 赵忠花 陈许玲 甘敏 王祎 |
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| 作者单位： | 中南大学资源加工与生物工程学院; |
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| 基金项目： | 教育部新世纪优秀人才支持计划基金资助项目(NCET-05-0630); 湖南省自然科学基金资助项目(11JJ4039) |
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| 摘 要： | 为了快速、准确地获得烧结矿矿物组成,研究开发了烧结矿矿相显微图像识别系统。在分析不同碱度烧结矿矿相特征的基础上,确定了图像识别算法的原则;并研究对比分水岭、模糊C-均值(FCM)和区域生长这3种识别算法。研究结果表明:区域生长算法比较适合于烧结矿矿相显微图像的识别;应用VC++2003.net开发了烧结矿矿相显微图像识别系统,其识别结果与专家分析结果相比,相对误差小于5%,达到了烧结矿矿相识别的精度要求。
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| 关 键 词： | 烧结矿矿相 显微图像 图像识别 区域生长算法 |
Micrograph recogniziation and system development of sinter mineralogy |
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| FAN Xiao-hui,ZHAO Zhong-hua,CHEN Xu-ling,GAN Min,WANG Yi.Micrograph recogniziation and system development of sinter mineralogy[J].Journal of Central South University:Science and Technology,2011(10). |
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| Authors: | FAN Xiao-hui ZHAO Zhong-hua CHEN Xu-ling GAN Min WANG Yi |
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| Institution: | FAN Xiao-hui,ZHAO Zhong-hua,CHEN Xu-ling,GAN Min,WANG Yi (School of Minerals Processing and Biological Engineering,Central South University,Changsha 410083,China) |
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| Abstract: | In order to calculate the mineral composition of sinter accurately and rapidly,the system for recognizing micrograph of sinter mineralogy was researched and developed.Principles for selecting the recognition algorithm were established based on the features of mineralogy micrographs of sinter with different basicities.Experiments for recognizing micrograph were taken out with watershed algorithm,fuzzy C-means algorithm,and region growing algorithm in order to study the method for recognizing micrograph of si... |
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| Keywords: | sinter mineralogy micrograph image recognition region growing algorithm |
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