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基于計算機視覺的葡萄莖直徑高精度測量方法
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Measurement of Grape Stem Diameter Based on Computer Vision
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    提出了基于計算機視覺的葡萄莖直徑測量方法,,采用雙邊濾波降低圖像噪聲,,通過Otsu閾值分割和BloB分析實現(xiàn)葡萄莖與背景的分離,,應(yīng)用基于特征點的定位方法得到莖直徑測量位置,,由莖直徑所包含像素數(shù)和尺寸當量計算出莖直徑值,,從而實現(xiàn)莖直徑連續(xù)測量,。實驗和現(xiàn)場應(yīng)用表明,,系統(tǒng)測量重復精度可達±

    Abstract:

    0.5μm,。For non-contact and high accurate measurement of grape stem diameter, a method based on computer vision was proposed. Bilateral filtering was implemented for smoothing original grayscale images. Furthermore, the grape stem was extracted from the background by Otsu and BloB analysis. According to the localized feature point, the position of stem diameter was determined. Then the stem diameter was calculated by the pixel size coefficient and the pixels of the stem diameter. Consequently, continuous stem diameter measurement was achieved. Field applications and experimental results show that the repeatability accuracy of the system achieves ±0.5 μm. 

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曾慶兵,劉成良,苗玉彬,王世平,黃丹楓.基于計算機視覺的葡萄莖直徑高精度測量方法[J].農(nóng)業(yè)機械學報,2009,40(12):182-185. Measurement of Grape Stem Diameter Based on Computer Vision[J]. Transactions of the Chinese Society for Agricultural Machinery,2009,40(12):182-185.

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