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基于線激光截面成像的棉花白色異性纖維檢測方法
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國家自然科學(xué)基金資助項(xiàng)目(60875022)


Linear Laser Detecting Method of White Foreign Fibers in Cotton Based on Sample Cross-section Imaging
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    摘要:

    針對(duì)棉層表面散布絨毛或游離的纖維細(xì)絲,,而異性纖維表面光潔無毛的特點(diǎn),提出了一種基于線激光的樣本截面圖像獲取方法,,獲取并顯示了其微觀結(jié)構(gòu)在激光照射下的圖像差異,。在此基礎(chǔ)上,根據(jù)激光照射下二者周圍有無高亮度的星點(diǎn),,以及星點(diǎn)的分布特征,,提出了一種棉花中白色異性纖維的識(shí)別算法。實(shí)驗(yàn)結(jié)果表明,,該方法對(duì)棉花中典型白色異性纖維的識(shí)別率達(dá)到了86.9%,。

    Abstract:

    Machine vision inspection of white foreign fibers in cotton is a research hotspot in China and aboard. Based on the fact that there are flosses and free filaments on the surface of a cotton layer,and most of the white foreign fiber surfaces are smooth, without any floss,, an image acquisition method of the cross-section of the samples under the illumination of linear laser was proposed, which showed the differences of the microstructure characteristic of their surface from the reflection and transmission of the linear laser. Then, according to the features of the distribution and density of the flosses around the white spots in the images, an algorithm for identification of cotton and white foreign fibers was suggested. The experimental results indicated that, by the new method, the detecting rate of the white foreign fibers in cotton was up to 86.9%.

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劉鋒,蘇真?zhèn)?喬麗.基于線激光截面成像的棉花白色異性纖維檢測方法[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2013,44(3):215-218,256. Liu Feng, Su Zhenwei, Qiao Li. Linear Laser Detecting Method of White Foreign Fibers in Cotton Based on Sample Cross-section Imaging[J]. Transactions of the Chinese Society for Agricultural Machinery,2013,44(3):215-218,256.

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  • 在線發(fā)布日期: 2013-02-25
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