bprecognition
所属分类:matlab编程
开发工具:matlab
文件大小:103KB
下载次数:351
上传日期:2009-12-09 15:29:50
上 传 者:
caoliangxp
说明: 采用神经网络实现手写识别的一种方法,建立Bp神经网络,采用快速训练方法,可快速完成一类相关手写字体的模式识别,识别率较高,当字体变化较大识别率降低时,可重新训练具有较强的适应性。实验证实本方法较好实现了手写字符识别,但也存在识别速度较慢,有时训练不收敛等缺点
(Handwriting recognition using neural network is a way to establish Bp neural network, using fast training methods, and can be related to the completion of a class of handwriting pattern recognition, recognition rate higher recognition rate when the font changed greatly reduced, they can re- Training has strong adaptability. Experiments confirmed that this method achieved a better handwritten character recognition, but there are also identified slow, and sometimes non-convergence of the training deficiencies)
文件列表:
程序\char3.m (517, 2008-06-26)
程序\charGUI.asv (3807, 2008-06-26)
程序\charGUI.fig (12636, 2008-06-26)
程序\charGUI.m (3206, 2008-06-26)
程序\data.mat (10515, 2005-10-01)
程序\edu_createnn.asv (490, 2008-06-26)
程序\edu_createnn.m (490, 2008-06-26)
程序\edu_imgcrop.m (696, 2008-06-26)
程序\edu_imgpreprocess.asv (835, 2008-06-26)
程序\edu_imgpreprocess.m (835, 2008-06-26)
程序\edu_imgresize.asv (276, 2008-06-26)
程序\edu_imgresize.m (276, 2008-06-26)
程序\sample.bmp (152934, 2005-09-30)
程序 (0, 2008-06-27)
此程序大部参考网上相应程序,做了部分改动,但不知来源何处。
不敢据别人成果为己有,特此声明。
charGUI.m是主执行程序
打开charGUI.fig也可执行,但有些问题。
char3.m是神经网络训练程序,训练样本是sample.bmp
2008.6.25
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