CN102789591B - Milk somatic cell counting device based on computer vision - Google Patents
Milk somatic cell counting device based on computer vision Download PDFInfo
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- CN102789591B CN102789591B CN201210174266.9A CN201210174266A CN102789591B CN 102789591 B CN102789591 B CN 102789591B CN 201210174266 A CN201210174266 A CN 201210174266A CN 102789591 B CN102789591 B CN 102789591B
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- 210000004080 milk Anatomy 0.000 title claims abstract description 44
- 235000013336 milk Nutrition 0.000 title claims abstract description 43
- 239000008267 milk Substances 0.000 title claims abstract description 43
- 210000001082 somatic cell Anatomy 0.000 title claims abstract description 18
- 238000010191 image analysis Methods 0.000 claims description 9
- 238000000034 method Methods 0.000 abstract description 23
- 230000008569 process Effects 0.000 abstract description 3
- 210000004027 cell Anatomy 0.000 description 12
- 241000283690 Bos taurus Species 0.000 description 6
- 230000000392 somatic effect Effects 0.000 description 6
- 238000001514 detection method Methods 0.000 description 5
- 239000000654 additive Substances 0.000 description 4
- 230000000996 additive effect Effects 0.000 description 4
- 208000004396 mastitis Diseases 0.000 description 4
- 239000000523 sample Substances 0.000 description 4
- 210000000481 breast Anatomy 0.000 description 3
- 230000008859 change Effects 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 2
- 230000036541 health Effects 0.000 description 2
- 238000005286 illumination Methods 0.000 description 2
- 210000004698 lymphocyte Anatomy 0.000 description 2
- 210000002540 macrophage Anatomy 0.000 description 2
- 239000002245 particle Substances 0.000 description 2
- 235000020185 raw untreated milk Nutrition 0.000 description 2
- 239000004094 surface-active agent Substances 0.000 description 2
- 241000894006 Bacteria Species 0.000 description 1
- 208000035143 Bacterial infection Diseases 0.000 description 1
- 208000027418 Wounds and injury Diseases 0.000 description 1
- 230000002776 aggregation Effects 0.000 description 1
- 238000004220 aggregation Methods 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000001580 bacterial effect Effects 0.000 description 1
- 208000022362 bacterial infectious disease Diseases 0.000 description 1
- 230000000721 bacterilogical effect Effects 0.000 description 1
- 210000004369 blood Anatomy 0.000 description 1
- 239000008280 blood Substances 0.000 description 1
- 230000015556 catabolic process Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 239000000084 colloidal system Substances 0.000 description 1
- 230000006378 damage Effects 0.000 description 1
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- 201000010099 disease Diseases 0.000 description 1
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 1
- 230000002239 effect on bacterium Effects 0.000 description 1
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- 239000003792 electrolyte Substances 0.000 description 1
- 210000002919 epithelial cell Anatomy 0.000 description 1
- 230000000762 glandular Effects 0.000 description 1
- 230000003862 health status Effects 0.000 description 1
- 230000002895 hyperchromatic effect Effects 0.000 description 1
- 230000028993 immune response Effects 0.000 description 1
- 208000015181 infectious disease Diseases 0.000 description 1
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- 238000010561 standard procedure Methods 0.000 description 1
- 238000010998 test method Methods 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
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Abstract
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Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
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CN201210174266.9A CN102789591B (en) | 2012-05-28 | 2012-05-28 | Milk somatic cell counting device based on computer vision |
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CN201210174266.9A CN102789591B (en) | 2012-05-28 | 2012-05-28 | Milk somatic cell counting device based on computer vision |
Publications (2)
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CN102789591A CN102789591A (en) | 2012-11-21 |
CN102789591B true CN102789591B (en) | 2015-01-28 |
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Application Number | Title | Priority Date | Filing Date |
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CN201210174266.9A Active CN102789591B (en) | 2012-05-28 | 2012-05-28 | Milk somatic cell counting device based on computer vision |
Country Status (1)
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CN (1) | CN102789591B (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
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CN104835149A (en) * | 2015-04-20 | 2015-08-12 | 浙江工业大学 | Milk somatic cell image segmentation method |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101050416A (en) * | 2007-02-02 | 2007-10-10 | 杭州浙大优创科技有限公司 | Automatic counting instrument for body cell of milk / bacteria through direct microscopic method |
CN101407759A (en) * | 2008-11-28 | 2009-04-15 | 北京理工大学 | Blood cell analyzer and analysis method |
CN202887244U (en) * | 2012-05-28 | 2013-04-17 | 浙江工业大学 | Milk somatic cell counting device based on computer vision |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
SE530500C2 (en) * | 2006-11-16 | 2008-06-24 | Delaval Holding Ab | Device and method for sampling milk |
JP2011085489A (en) * | 2009-10-15 | 2011-04-28 | Kuraray Co Ltd | Device for measuring number of somatic cell |
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2012
- 2012-05-28 CN CN201210174266.9A patent/CN102789591B/en active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101050416A (en) * | 2007-02-02 | 2007-10-10 | 杭州浙大优创科技有限公司 | Automatic counting instrument for body cell of milk / bacteria through direct microscopic method |
CN101407759A (en) * | 2008-11-28 | 2009-04-15 | 北京理工大学 | Blood cell analyzer and analysis method |
CN202887244U (en) * | 2012-05-28 | 2013-04-17 | 浙江工业大学 | Milk somatic cell counting device based on computer vision |
Non-Patent Citations (1)
Title |
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JP特开2011-85489A 2011.04.28 * |
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CN102789591A (en) | 2012-11-21 |
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C06 | Publication | ||
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SE01 | Entry into force of request for substantive examination | ||
C53 | Correction of patent of invention or patent application | ||
CB03 | Change of inventor or designer information |
Inventor after: Gao Fei Inventor after: Mei Kaicheng Inventor after: LINGHU QIANJIN Inventor after: Gao Yan Inventor after: Yuan Xiaoyang Inventor after: Li Hongbo Inventor after: Shen Guoyu Inventor after: Zhang Yuanming Inventor after: Xiao Gang Inventor before: Gao Fei Inventor before: Yuan Xiaoyang Inventor before: Li Hongbo Inventor before: Shen Guoyu Inventor before: Zhang Yuanming Inventor before: Xiao Gang |
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COR | Change of bibliographic data |
Free format text: CORRECT: INVENTOR; FROM: GAO FEI YUAN XIAOYANG LI HONGBO SHEN GUOYU ZHANG YUANMING XIAO GANG TO: GAO FEI MEI KAICHENG LING HU QIAN JIN GAO YAN YUAN XIAOYANG LI HONGBO SHEN GUOYU ZHANG YUANMING XIAO GANG |
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