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导数在提取植物叶片锯齿特征上的应用 被引量:4

Application of derivative in feature extraction of leaf sawteeth
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摘要 运用计算机图像处理和分析技术对植物叶片图像进行图像预处理并提取叶片的轮廓,通过分析轮廓曲线中离散像素点的导数值,获取叶形的犄角点,从而提取锯齿,为基于叶片外观特征的植物分类提供辅助. With computer-aided image processing and analyzing techniques, the experiments apply image pre-processing techniques to get the contours of the plant leaves. The authors analyze the derivative values of pixels in contour curve and then put up the method of obtaining the corners of leaf shape and extracting the features of leaf tooth. These methods will give great help for plant classification by leaf appearance features.
出处 《四川大学学报(自然科学版)》 CAS CSCD 北大核心 2009年第4期941-946,共6页 Journal of Sichuan University(Natural Science Edition)
关键词 植物分类 叶片锯齿 特征提取 轮廓曲线 导数 Plant classification, leaf sawteeth, feature extraction, contour curve, derivative
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  • 1朱静,田兴军,陈彬,吕劲紫.植物叶形的计算机识别系统[J].植物学通报,2005,22(5):599-604. 被引量:43
  • 2王晓峰,黄德双,杜吉祥,张国军.叶片图像特征提取与识别技术的研究[J].计算机工程与应用,2006,42(3):190-193. 被引量:115
  • 3扬州大学《植物学》精品课程组.被子植物主要分科概述[EB/OL].http://jpkc.yzu.edu.cn/course/zwx/0501 kcj c_ 1401 .htm,2011-3-4.
  • 4Neto J C. Plant Species Identification Using Elliptic Fourier Leaf Shape Analysis[J]. Computers and Electronics in Agriculture, 2006, 50:121-134.
  • 5Wu S, Bao F, Xu E, et al. A Leaf Recognition Algorithm for Plant Classification using Probabilistic Neural Network[A]. IEEE International Symposium on Signal Processing and Information Technology[C],2007:11-16.
  • 6Wang Xiao-Feng, Huang De-Shuang, Du Ji-Xiang, et al. Classification of Plant Leaf Images with Complicated Backgrotmd [J]. Applied Mathematics and Computation, 2008,205:916-926.
  • 7Harris C, Stephens M. A Combined Comer and Edge Detector [A]. 4th AlveyVision Conference[C], 1988:147-151.
  • 8Smith S M, Brady J M. SUSAN-a new approach to low level image processing [J]. International Journal of Computer Vision, 1997,23(1):45-78.
  • 9Mokhtarian F, Suomela R. Robust image comer detection through curvature scale space [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998,20( 12): 1376-1381.
  • 10Inst. of Information Theory and Automation ASCR, Prague, Czech Republic, LEAF - Tree Leaf Database[EB/OL].[2011-06-29]. http:// zoi.utia.cas.cz/tree leaves.

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