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基于計(jì)算機(jī)視覺的馬鈴薯自動(dòng)檢測分
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Detecting and Grading Method of Potatoes with Computer Vision
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    摘要:

    根據(jù)大小特性,采用改進(jìn)的果徑法進(jìn)行馬鈴薯的大小分級(jí),;根據(jù)外形特性,,采用離心率法進(jìn)行馬鈴薯的形狀分級(jí);根據(jù)顏色特性,,采用灰度值差值法檢測發(fā)芽馬鈴薯,;根據(jù)邊界特性,采用相鄰采樣邊界點(diǎn)歸一化半徑差的方法檢測畸形馬鈴薯,,并實(shí)現(xiàn)了馬鈴薯在線綜合檢測分級(jí),。檢測試驗(yàn)結(jié)果表明:系統(tǒng)分級(jí)結(jié)果比較穩(wěn)定,分級(jí)精度達(dá)到

    Abstract:

    88.0%,。An automatic detecting and grading method of potatoes with computer vision was studied. Potatoes were graded according to their size by computing the potatoes’ longest axis and potatoes were grading according to the shape by computing the eccentricities. Sprouting potatoes were detected by computing the difference values of green channel gray value and misshapen potatoes were detected by computing sampling normalized radius differences’ absolute values. A potato grading software was designed to grade potatoes by size, shape and detect at the same time. The experiments show that the result with grading method described above is steady, and its precision was up to 88.0%.

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鄭冠楠,譚豫之,張俊雄,李偉.基于計(jì)算機(jī)視覺的馬鈴薯自動(dòng)檢測分[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2009,40(4):166-168. Detecting and Grading Method of Potatoes with Computer Vision[J]. Transactions of the Chinese Society for Agricultural Machinery,2009,40(4):166-168.

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