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基于機(jī)器視覺的雞蛋體積與表面積計算方法
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Egg Geometry Calculations Based on Machine Vision
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    摘要:

    雞蛋體積與表面積傳統(tǒng)手工檢測方法速度慢,、效率低,不能滿足實(shí)際生產(chǎn)的需求,。利用機(jī)器視覺技術(shù),,假設(shè)理想雞蛋圖像關(guān)于縱徑對稱,提出像素體積和Vp與像素表面積Sp,,給出在數(shù)字圖像中的計算方法,;最后建立了雞蛋體積V、表面積S與Vp,、Sp之間的關(guān)系模型,。試驗(yàn)驗(yàn)證表明:雞蛋體積預(yù)測模型相關(guān)系數(shù)為0.965,實(shí)測誤差±1cm3內(nèi)準(zhǔn)確率達(dá)92%;雞蛋表面積預(yù)測模型相關(guān)系數(shù)為0.971,,實(shí)測誤差±1 cm2

    Abstract:

    內(nèi)準(zhǔn)確率達(dá)88%,。The conventional manual methods for egg volume(V) and surface area(S) detection are usually slow, inefficient and not able to meet the actual production requirements, so machine vision technology was researched to replace them. Assumed the ideal egg image was symmetric about longitudinal diameter, the definition of volume pixel(Vp), surface areas pixel(Sp) and the calculation were proposed. Then, the module between volume (surface area) and Vp (Sp) was established. Experimental results showed that the determination coefficient of volume module and surface area was 0.965 and 0.971, respectively; the test accuracy of egg volume module and surface area reached 92% with ±1 cm3 error and 88% with ±1cm2 error respectively.

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周平,趙春江,王紀(jì)華,鄭文剛,孫忠富,文友先.基于機(jī)器視覺的雞蛋體積與表面積計算方法[J].農(nóng)業(yè)機(jī)械學(xué)報,2010,41(5):168-171.Egg Geometry Calculations Based on Machine Vision[J]. Transactions of the Chinese Society for Agricultural Machinery,2010,41(5):168-171.

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