| 基于形状不变矩和多分类器的储粮微生物识别 |
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| 引用本文： | 李晓娟,于子翊.基于形状不变矩和多分类器的储粮微生物识别[J].计算机应用与软件,2007,24(7):50-51,122. |
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| 作者姓名： | 李晓娟 于子翊 |
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| 作者单位： | 首都师范大学信息工程学院,北京,100037 |
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| 基金项目： | 北京市教委科技发展计划项目 |
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| 摘 要： | 运用柔性形态学进行图像边缘检测,然后采用改进的7个形状不变矩对储粮微生物中的四种主要细菌进行了特征提取,并使用多分类器来进行分类,提高实际应用的识别率.实验取得理想结果,说明改进的形状不变矩能够满足储粮微生物显微图像的识别要求.
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| 关 键 词： | 储粮微生物 形状不变矩 柔性形态学 形状不变矩 多分类器 储粮微生物 微生物识别 CLASSIFIER MULTIPLE MOMENT INVARIANT BASED MICROBE 显微图像 结果 实验 识别率 应用 使用 特征提取 细菌 改进 边缘检测 柔性形态学 |
| 修稿时间： | 2005-09-20 |
RECOGNITION OF STORED-GRAIN MICROBE BASED ON MOMENT INVARIANT AND MULTIPLE CLASSIFIER |
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| Li Xiaojuan,Yu Ziyi.RECOGNITION OF STORED-GRAIN MICROBE BASED ON MOMENT INVARIANT AND MULTIPLE CLASSIFIER[J].Computer Applications and Software,2007,24(7):50-51,122. |
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| Authors: | Li Xiaojuan Yu Ziyi |
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| Affiliation: | Department of Information Engineering, Capital Normal University ,Beijing 100037, China |
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| Abstract: | The image edge is inspected by soft morphology, and features of the four main fungi of stored-grain microbe are extracted by 7 improved moment invariant the fungi, and are classified by multiple classifier to improve the ability of recognition. The experimental results show that improved moment invariant can satisfy the recognition of stored-grain microbe. |
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| Keywords: | Stored-grain microbe Moment invariant Soft morphology |
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