| 基于JAVA的鼠标书写的非常用字符识别 |
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| 引用本文： | 谢晓兰,韩可轶,冯嘉礼. 基于JAVA的鼠标书写的非常用字符识别[J]. 广西科学院学报, 2006, 22(1): 60-63 |
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| 作者姓名： | 谢晓兰 韩可轶 冯嘉礼 |
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| 作者单位： | 桂林工学院电子与计算机系,广西桂林,541004;上海海事大学信息工程学院,上海,200135 |
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| 摘 要： | 采用JAVA语言,通过合理设置网络的变量,改进误差逆传播校正方法(BP算法),缩短了BP算法的学习时间,提高算法的运算速度,实现了鼠标书写的非常用字符识别.试验程序验证表明,识别程序能快速准确识别用鼠标书写的字符.
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| 关 键 词： | 字符识别 非常用字符 鼠标 神经网络 BP算法 JAVA |
| 文章编号： | 1002-7378（2006）01-0060-04 |
| 收稿时间： | 2005-05-08 |
| 修稿时间： | 2005-05-08 |
Recognition of Non-common Characters by Mousewriting Based on JAVA |
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| XIE Xiao-lan,HAN Ke-yi and FENG Jia-li. Recognition of Non-common Characters by Mousewriting Based on JAVA[J]. Journal of Guangxi Academy of Sciences, 2006, 22(1): 60-63 |
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| Authors: | XIE Xiao-lan HAN Ke-yi FENG Jia-li |
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| Affiliation: | 1. Department of Electronics and Computer Science, Guilin University of Technology, Guilin, Guangxi, 541004, China; 2. infomation Engineering College, Shanghai Maritime University, Shanghai, 200035, China |
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| Abstract: | Java language and BP algorithm are used to develop a method to identify the writing characters by using a mouse. The BP learning time is getting shorter by improvement of BP algorithm and proper setting of network parameters. In the examination, by using the deducing of theory and the demonstrating of programming, the error and the rate of identification are acceptable for usual inputting. |
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| Keywords: | character recognition non-common characters mouse neural network BP algorithm JAVA language |
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