IMPLEMENTATION OF MORPHOLOGY IMAGE PROCESSING AND BLOB ANALYSIS IN COW’S MILK SOMATIC CELL CONTENT CALCULATION
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Date
2021-06-10
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Sekretariat Badan Penelitian dan Pengembangan Pertanian
Abstract
The Indonesian National Standards have established quality standards for fresh cow's milk. One of them is the somatic cell content with a maximum value of 4x105sel/ml. Generally, the content of somatic cells in each milk sample can be calculated manually with the help of a microscope or using a tool called Fossomatic. However, this tool is expensive. The research was conducted using an image processing science approach to detect and calculate the amount of somatic cell content in cow's milk. The operations performed are erosion, dilation, color channel conversion, and labeling. The results showed that the system's accuracy in counting somatic cells reached 85%. From this research, it is expected to be able to count somatic cells with the help of a computer without having to count manually or using a Fossomatic tool.
Description
Standar Nasional Indonesia telah menetapkan standar kualitas susu sapi segar. Salah satunya adalah kandungan sel somatic dengan nilai maksimal 4x105sel/ml. Umumnya kandungan sel somatic pada tiap sampel susu dapat dihitung secara manual dengan bantuan mikroskop atau menggunakan alat bernama Fossomatic. Namun harga alat ini mahal. Penelitian dilakukan dengan pendekatan ilmu pengolahan citra untuk mendeteksi dan menghitung banyaknya kandungan sel somatic yang ada pada susu sapi. Operasi yang dilakukan adalah erosi, dilasi, konversi kanal warna, dan pemberian label. Hasil penelitian menunjukkan nilai akurasi sistem dalam menghitung sel somatic mencapai 85%. Dari penelitian ini diharapkan dapat menghitung menggunakan alat Fossomatic.