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基于模式識別的農田目標定位線檢測
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    摘要:

    根據(jù)農田圖像的特點,采用K-means模式識別算法,,實現(xiàn)農作物與背景的分離,。通過對二值圖像進行水平掃描,,檢測定位區(qū)域和定位點,,利用定位點的坐標信息確定聚類判別函數(shù),,實現(xiàn)農田目標定位線的檢測,。多幅農田圖像實驗表明,,定位線能夠正確提取出來。該算法處理640×480像素的彩色圖像需要0.12s,,在自動導航系統(tǒng)中是一種有效,、快速的圖像處理算法。

    Abstract:

    An image algorithm to determine all the orientation lines of the targets in a crop image was proposed. The color image was converted into a gray image. The crops were separated from the backgrounds by K-means clustering. The orientation areas and orientation points were obtained by analyzing each horizon scan line in the binary image. The clustering function was defined according to the abscissa of orientation points on the two next horizon scan lines. The orientation lines were correctly detected by a passing a known point Hough transform. Test results showed that the algorithm was capable in accurately detecting different orientation lines. The algorithm required 0.12 s to determine all the orientation lines for a 640×480 pixel color image.

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張紅霞,張鐵中,陳兵旗.基于模式識別的農田目標定位線檢測[J].農業(yè)機械學報,2008,39(2):107-111.[J]. Transactions of the Chinese Society for Agricultural Machinery,2008,39(2):107-111.

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