首页 | 本学科首页   官方微博 | 高级检索  
     检索      

水稻稻瘟病图像识别预处理方法研究
引用本文:路阳,邵庆,张楠,许善祥,刘德福.水稻稻瘟病图像识别预处理方法研究[J].黑龙江八一农垦大学学报,2011,23(4):64-67.
作者姓名:路阳  邵庆  张楠  许善祥  刘德福
作者单位:黑龙江八一农垦大学信息技术学院,大庆,163319
基金项目:大庆市科学技术计划项目2009
摘    要:为了实现计算机对水稻稻瘟病病害的自动识别,研究了水稻稻瘟病病斑图像的预处理和形状特征提取方法。试验中利用灰度变换、直方图均衡化及中值滤波法有效去除了噪声和增强了图像,利用拉氏算子对病斑图像进行边缘检测,准确提取了病斑的形状特征,实现了稻瘟病图像目标分割。这些研究为进一步的特征参数提取及最终病害确定打下基础。

关 键 词:图像预处理  水稻  稻瘟病  特征提取

Study on Image Pre-Processing for Rice Blast Disease Identification
Lu Yang,Shao Qing,Zhang Nan,Xu Shanxiang,Liu Defu.Study on Image Pre-Processing for Rice Blast Disease Identification[J].Journal of Heilongjiang August First Land Reclamation University,2011,23(4):64-67.
Authors:Lu Yang  Shao Qing  Zhang Nan  Xu Shanxiang  Liu Defu
Institution:Lu Yang,Shao Qing,Zhang Nan,Xu Shanxiang,Liu Defu (College of Information and Technology,Heilongjiang Bayi Agricultural University,Daqing 163319)
Abstract:In order to identify the rice blast disease by using computer,the extract method of image preprocessing and feature extraction for rice disease identification was studied.Gray-scale,histogram equalization and transformation and median filter methods were utilized to effectively eliminates noise and enhance the image.The disease spots were accurately extracted by using Laplace operators to detect the edge of disease,then achieve disease object segmentation.These studies are useful for further feature extract...
Keywords:image pre-processing  rice  blast disease  feature extraction  
本文献已被 CNKI 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号