文字识别程序

所属分类:模式识别(视觉/语音等)
开发工具:Visual C++
文件大小:330KB
下载次数:1741
上传日期:2005-07-18 13:29:22
上 传 者yuanchao
说明:  目前该手写体识别系统主要分为 预处理模块: 主要包括训练数据和识别数据的读取,归一化,二值化 特征提取模块:主要包括笔划方向特征和网格密度特征,还可以根据对识别率的要求继续增加其他特征 识别(分类器)模块:主要包括SVM方法和BP神经网络的方法,其中SVM方法的识别率较高,SVM+网格密度特征, 在小字符集情况下,达到了识别率97%以上 采用OO思想编写,适合做二次开发
(currently the handwriting recognition system consists of pretreatment modules : including training data and identification data read, in one, two values of feature extraction module : the main characteristics of the direction including strokes and grid density characteristics, but also based on the identification of the requirements to continue to increase other identification ( Categories) modules : include SVM methods and BP networks, which SVM method for the identification of high SVM+ mesh density characteristics, in a small set of characters to achieve a recognition rate of over 97% using OO ideological preparation, suitable for secondary development)

文件列表:
10002.dat (5188, 2002-05-16)
20001.dat (5188, 2002-05-16)
30022.dat (5188, 2002-05-16)
40001.dat (5188, 2002-05-16)
50096.dat (5188, 2002-05-16)
60001.dat (5188, 2002-05-16)
bu.bmp (6262, 2003-06-03)
dd.txt (217, 2003-05-29)
ge.bmp (6262, 2003-06-03)
h.exe (86016, 2003-05-28)
ji.bmp (6262, 2003-06-03)
liang.bmp (6262, 2003-06-03)
Models (0, 2003-06-03)
Models\svm_网格特征_4×4.txt (188750, 2003-05-28)
MyOCR.exe (73728, 2003-06-20)
nn.txt (8223, 2003-05-29)
SkinMagic (0, 2003-06-03)
SkinMagic.dll (270336, 2003-03-02)
SkinMagic\corona.smf (71195, 2003-02-22)
you.bmp (6262, 2003-06-03)
zhong.bmp (6262, 2003-06-03)

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