| 潘佚,吴思宇,邱蕾.基于数学形态学的红细胞计数算法[J].南华大学学报(自然科学版),2017,31(2):51~55.[PAN Yi,WU Si-yu,QIU Lei.Red Blood Cells Counting Algorithm Based on Mathematical Morphology[J].Journal of University of South China(Science and Technology),2017,31(2):51~55.] |
| 基于数学形态学的红细胞计数算法 |
| Red Blood Cells Counting Algorithm Based on Mathematical Morphology |
| 投稿时间：2016-08-14 |
| DOI： |
| 中文关键词: 细胞计数 图像 预处理 数学形态学 |
| 英文关键词:cells counting image preprocessing mathematical morphology |
| 基金项目:南华大学博士科研启动基金项目(2012XQD29) |
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| 摘要点击次数: 1156 |
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| 中文摘要: |
| 提出一种基于二值数学形态学的显微血红细胞计数方法.对细胞图像依次进行灰度化、二值化、形态学处理,最后进行细胞数量统计.实验结果表明:该计数算法能使图像中的红细胞被有效地识别出来,与人工计数的结果比较,该方法误差在控制2%以内,这有助于提高显微细胞检测的工作效率. |
| 英文摘要: |
| A method for microscopic red blood cells counting based on binary mathematical morphology was proposed.In the red blood cell image processing,graying,binaryzation and morphology process were conducted in series to prepare for the final cell counting.The experimental results show that the algorithm can recognize the blood cells in microscopic images effectively and the counting error is less than 2% compared with manual counting.The proposed image analysis method is helpful to improve efficiency for microscopic cells detection. |
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