| AdaBoost算法在中医舌诊图像分区识别中的研究 |
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| 引用本文： | 张萌,胡显伟,王元斌,张斌.AdaBoost算法在中医舌诊图像分区识别中的研究[J].小型微型计算机系统,2008,29(6):1149-1153. |
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| 作者姓名： | 张萌 胡显伟 王元斌 张斌 |
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| 作者单位： | 东北大学,计算机应用技术研究所,辽宁,沈阳,110004 |
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| 摘 要： | 舌诊是中医传统诊断的一个重要方式.本文以模式识别、图像处理和中医舌诊理论为研究基础,结合中医诊断规则,提出舌象的分区训练识别方法,并采用一种新的基于集成学习的AdaBoost算法,构建出一套完整的、符合中医诊断体系规范的舌象分类识别算法.通过实验验证,该方法对中医舌诊分类识别是有效的.
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| 关 键 词： | AdaBoost算法 分区 分类器 机器学习 AdaBoost 识别算法 中医舌诊 图像分区 分类识别 研究 Recognition Traditional Chinese Medicine Images Tongue Algorithm 识别方法 实验验证 规范 诊断体系 集成学习 训练 舌象 诊断规则 结合 |
Research of AdaBoost Algorithm in Tongue Images of Traditional Chinese Medicine Partitions Recognition |
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| ZHANG Meng,HU Xian-wei,WANG Yuan-bin,ZHANG Bin.Research of AdaBoost Algorithm in Tongue Images of Traditional Chinese Medicine Partitions Recognition[J].Mini-micro Systems,2008,29(6):1149-1153. |
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| Authors: | ZHANG Meng HU Xian-wei WANG Yuan-bin ZHANG Bin |
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| Affiliation: | ZHANG Meng,HU Xian-wei,WANG Yuan-bin,ZHANG Bin(School of Institute of Computer Application Technology,Northeastern University,Shenyang 110004,China) |
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| Abstract: | Tongue diagnosis is an important method of traditional Chinese medicine (TCM) diagnosis.This paper based on pattern recognition,image processing and TCM tongue theories,and combined with TCM diagnostic rules.Then it introduced a training and recognizing method of tongue partitions,and adopted the AdaBoost algorithm that was a new algorithm based on integrated learning. Finally, it constructed a complete tongue diagnosis classification algorithm that accorded with the system standard of TCM diagnosis.Experim... |
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| Keywords: | AdaBoost algorithm partition classifier machine learning |
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