舰船电子工程2012，Vol.32Issue(7)：95-97,109,4.
基于神经网络的液晶数字识别在船用设备管理中的应用
Application of LCD Recognition Based on Neural Network in Equipment Management
王明勋1
作者信息
- 1. 河海大学电气与能源学院,南京210098
- 折叠
摘要
Abstract
Digital recognition is a very important project in the research of character recognition. The Arabic numbers only have ten numbers, ie from 0 to 9, and the handwriting is simple. But it＇s not easy to identify these ten numbers. The ratio of identification is not high. Though the digital number in LCD is more formal than the handwritten number, the digital numbers still have a lot of variants, and their shapes are different. The purpose of this thesis is to find an effective method of LCD number recognition. [n the master thesis, the au- thor establishes ＂the instrumental monitor and digital recognition system＂. The thesis mainly discusses in the process of LCD identification, especially studies the digital image process and digital identification. The author mainly does the following work： 1. Based on the study of many kinds of LCD, the author extracts the rough grid feature. 2. Establishes an LCD identification system based on the BP neural network, designs the classifier, tests the results of the classifier, and achieves good performance, which proves the method of the thesis is feasible.关键词
液晶数字识别/神经网络/图像预处理/特征提取Key words
LCD recognition/neural network/image preprocessing/feature extraction分类
信息技术与安全科学引用本文复制引用
王明勋..基于神经网络的液晶数字识别在船用设备管理中的应用[J].舰船电子工程,2012,32(7):95-97,109,4.
