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中草药原植物叶片图像在线识别系统设计与实现
引用本文:周法律,张璐瑶,汤岚凤,丁桦. 中草药原植物叶片图像在线识别系统设计与实现[J]. 数字社区&智能家居, 2014, 0(5): 3114-3116
作者姓名:周法律  张璐瑶  汤岚凤  丁桦
作者单位:安徽中医药大学,安徽合肥230031
基金项目:安徽中医药大学2013年国家级大学生创新创业训练计划项目(编号:201352)
摘    要:利用图像处理和图像识别技术,对中药叶片图像进行在线识别。主要过程包括图像采集、图像处理、特征提取、图像识别,通过动态规划算法与人工神经网络算法相结合的方法实现叶片图像的识别,平均准确率可达到80%以上。系统基于Web开发,后台采用Java语言实现图像的处理和识别,SQL Server2000数据库实现叶片图像数据的存储。实验结果表明,该系统对中药叶片图像识别具有较好的效果,并且便于操作和实现。

关 键 词:图像采集  图像处理  叶片识别  动态规划算法

Design and Implementation of Online Image Recognition System of Chinese Herbal Medicine Leaf
ZHOU Fa-lv,ZHANG Lu-yao,TANG Lan-feng,DING Hua. Design and Implementation of Online Image Recognition System of Chinese Herbal Medicine Leaf[J]. Digital Community & Smart Home, 2014, 0(5): 3114-3116
Authors:ZHOU Fa-lv  ZHANG Lu-yao  TANG Lan-feng  DING Hua
Affiliation:(Anhui University of Chinese Medicine, Hefei 230031 ,China)
Abstract:The on-line identification of TCM leaf image based on image processing and image recognition technology. The main process of it includes image acquisition, image processing, feature extraction, image recognition. Dynamic programming alg-orithm can be combined with artificial neural network algorithm to realize the recognition of leaf image which average accu-racy rate could reach more than 80%.The development of system based on Web;information of all the leaf images can be stored in a SQL Server2000 database. The experimental results show that the system has a good effect on the image recognition of TCM leaf, and facilitate its operation and implementation.
Keywords:image acquisition  image processing  leaf recognition  dynamic progra-mming algorithm
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