朱 虹, 郑丽敏, 尹健玲, 吴富宁. 基于冠层图像颜色特征提取的小麦氮营养水平评价[J]. 农业工程学报, 2010, 26(14): 16-20.
    引用本文: 朱 虹, 郑丽敏, 尹健玲, 吴富宁. 基于冠层图像颜色特征提取的小麦氮营养水平评价[J]. 农业工程学报, 2010, 26(14): 16-20.
    Zhu Hong, Zheng Limin, Yin Jianling, Wu Funing. Nitrogen evaluation of winter wheat based on color features of canopy images[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(14): 16-20.
    Citation: Zhu Hong, Zheng Limin, Yin Jianling, Wu Funing. Nitrogen evaluation of winter wheat based on color features of canopy images[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(14): 16-20.

    基于冠层图像颜色特征提取的小麦氮营养水平评价

    Nitrogen evaluation of winter wheat based on color features of canopy images

    • 摘要: 该文利用计算机图像处理技术,通过提取小麦冠层图像颜色特征,进行了小麦氮营养水平评价的研究。通过对RGB和HIS两种颜色系统表示的R、G、B、H、S、I和L参量进行了直方图统计量的计算,提取出一些简单有效的特征用于表达小麦自返青后的7个主要生育时期冠层的颜色。结果表明:1)这些特征可以有效表达小麦在不同氮营养水平下的冠层颜色,尤其在表达低氮水平和中高氮水平上效果更好。2)对总施氮量一致,施氮方式和施氮时期不同的小麦,这些特征也表现出显著的差异,而且可靠性高,简单易行。利用小麦冠层图像为评价小麦氮营养状况提供了一条有效的途径。

       

      Abstract: The nitrogen status (N-status) evaluation of winter wheat by using computer image processing technology to extract the color features of wheat canopy image was researched in this paper. In the paper, seven statistics of color histogram were calculated based on these color components: R,G,B,H,S,I and L from RGB and HIS color system. The different color features were selected from the statistics for expressing seven main growth periods after reviving of wheat. The results showed that these features could efficiently express the canopy color of wheat under varied N-status, especially to express low N-status and high N-status, and showed significant diversity of canopy color of wheat with different modes and phases of applying nitrogen fertilizer under the same total nitrogen quantity. This approach can provide an effective way to evaluate N-status of wheat by using wheat canopy image

       

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