Milk somatic cell counting device based on computer vision
A milk somatic cell and computer vision technology, applied in the field of milk somatic cell counting, can solve the problems of low detection efficiency and poor accuracy, and achieve the effects of improving detection accuracy, broad market prospects and application value
Active Publication Date: 2015-01-28
ZHEJIANG UNIV OF TECH +1
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[0009] In order to overcome the deficiencies of human factors, low detection efficiency and poor accuracy existing in existing milk somatic cell counting devices, the utility model provides a computer vision-based milk somatic cell counting device
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[0017] Below in conjunction with accompanying drawing, the utility model is further described.
[0018] A milk somatic cell counting device based on computer vision, comprising a slide moving device, an imaging device, an image analysis device, and a light source of the imaging device; the slide moving device includes an upper motion platform and a lower motion platform, so The upper platform is driven by the first stepping motor to move left and right, and the lower platform is driven by the second stepping motor to move back and forth, and the upper and lower platforms are all set on the running track; The imaging device is composed of a digital microscope and its supporting and fixing parts; the image analysis device includes an industrial computer, and the industrial computer is provided with an image analysis module; the digital microscope is connected to the industrial computer, and the first stepping motor , the control terminals of the second stepping motor and the lig...
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The invention discloses a milk somatic cell counting device based on computer vision. The device comprises a slide moving device, an image capture device, an image analyzing device and a light source which is matched with the image capture device, wherein the slide moving device comprises an upper layer moving platform and a lower layer moving platform, the upper layer platform is driven by a first stepping motor to move to the left and right, the lower layer platform is driven by a second stepping motor to move back and forth, and both the upper layer moving platform and the lower layer moving platform are arranged on an orbit; the image capture device comprises a digital microscope and a supporting fixing part of the digital microscope; the image analyzing device comprises an industrial personal computer, and the industrial personal computer is provided with an image analyzing module; and the digital microscope is connected with the industrial personal computer, the first stepping motor, the second stepping motor and the light source are connected with a single chip microcomputer, and the single chip microcomputer is connected with the industrial personal computer. According to the device, the movement of the side is controlled through control of the movement of the moving platforms, during the moving process, amplified images of milk somatic cells are collected and then analyzed, and the quantity of the milk somatic cells is obtained.
Description
technical field [0001] The utility model relates to milk somatic cell measurement technology, in particular to a milk somatic cell counting method. Background technique [0002] Somatic cells in milk typically consist of macrophages, lymphocytes, polymorphonuclear neutrophils, and a small amount of mammary tissue epithelial cells. Somatic cell count (SCC) refers to the number of somatic cells contained in each milliliter of milk. [0003] SCC can reflect the degree of bacterial infection in dairy cows, and can also be used to estimate the loss of milk production in dairy cows. When the body, especially the breast, is infected or injured, body cells travel with the blood to the injured area. On the one hand, macrophages and neutrophils engulf bacteria, while lymphocytes control the immune response and produce antibodies to resist bacterial destruction and protect the body; on the other hand, it is reflected in the number of somatic cells in the expressed milk obviously inc...
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IPC IPC(8): G06M11/02G06T7/00
Inventor 高飞梅凯城令狐亁锦高炎袁晓阳李洪波沈国瑜张元鸣肖刚
Owner ZHEJIANG UNIV OF TECH