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基于線激光的棉花中白色異性纖維檢測
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國家自然科學基金資助項目(60875022)


White Foreign Fibers Detection in Cotton Using Line Laser
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    摘要:

    針對棉花中白色異性纖維檢測,分析了棉纖維與異性纖維不同的反光特性,在此基礎上提出了一種基于線激光的檢測方法。實驗結果表明,在線激光照射下,棉花與白色異性纖維圖像的灰度直方圖呈雙峰特性,顯著提高了白色異性纖維與棉花背景之間的對比度,簡單的圖像二值化分割算法就能有效檢測出大部分白色異性纖維,對6種典型實驗白色異性纖維的平均檢出率為92.08%。

    Abstract:

    To solve the problem of detecting white foreign fibers in cotton, the optical characteristics of cotton and foreign fibers were analyzed, and then a detecting method based on a line-construction laser for illumination was set up. The experimental results indicated that the histograms of the gray images of cotton and white foreign fibers were of dual-peak distributions, and the contrast between white foreign fibers and cotton was remarkably enhanced by the detecting method. Thus, a simple threshold segmentation algorithm was effectively used for detection of the white foreign fibers in cotton. The results indicated that the mean detectable rate of six typical foreign fibers reached to 92.08%.

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華才健,蘇真?zhèn)?喬麗,史晉芳.基于線激光的棉花中白色異性纖維檢測[J].農業(yè)機械學報,2012,43(2):181-185. Hua Caijian, Su Zhenwei, Qiao Li, Shi Jinfang. White Foreign Fibers Detection in Cotton Using Line Laser[J]. Transactions of the Chinese Society for Agricultural Machinery,2012,43(2):181-185.

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  • 在線發(fā)布日期: 2012-02-17
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