嵌入式手写满文字母识别系统的设计与实现*

Min Li, Rui-rui Zheng, Shuang Xu, Fang Wang
{"title":"嵌入式手写满文字母识别系统的设计与实现*","authors":"Min Li, Rui-rui Zheng, Shuang Xu, Fang Wang","doi":"10.1109/ICISCAE.2018.8666844","DOIUrl":null,"url":null,"abstract":"On the basis of building the handwritten Manchu letter library, the paper studies the structural characteristics of the Manchu letters, puts forward the design scheme of the embedded handwritten Manchu letter recognition system and has completed the system design. In the system, taking the Keil 5 software as the development platform and the C language as programming language, the driver programs of the touch screen, SRAM module and SD card are developed. The algorithms including the handwritten input acquisition, the optimized preprocessing, feature extraction, LDA dimension reduction and nearest neighbor classification are programmed also. The overall circuit of the system is designed with Altium Designer 9 software. After testing, the system completed all the functions, and has the features of friendly interface, easy operation, low cost and realtime strong.","PeriodicalId":129861,"journal":{"name":"2018 International Conference on Information Systems and Computer Aided Education (ICISCAE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design and Implementation of Embedded Handwritten Manchu Letter Recognition System*\",\"authors\":\"Min Li, Rui-rui Zheng, Shuang Xu, Fang Wang\",\"doi\":\"10.1109/ICISCAE.2018.8666844\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"On the basis of building the handwritten Manchu letter library, the paper studies the structural characteristics of the Manchu letters, puts forward the design scheme of the embedded handwritten Manchu letter recognition system and has completed the system design. In the system, taking the Keil 5 software as the development platform and the C language as programming language, the driver programs of the touch screen, SRAM module and SD card are developed. The algorithms including the handwritten input acquisition, the optimized preprocessing, feature extraction, LDA dimension reduction and nearest neighbor classification are programmed also. The overall circuit of the system is designed with Altium Designer 9 software. After testing, the system completed all the functions, and has the features of friendly interface, easy operation, low cost and realtime strong.\",\"PeriodicalId\":129861,\"journal\":{\"name\":\"2018 International Conference on Information Systems and Computer Aided Education (ICISCAE)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Information Systems and Computer Aided Education (ICISCAE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICISCAE.2018.8666844\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Information Systems and Computer Aided Education (ICISCAE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICISCAE.2018.8666844","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在建立满文手写书库的基础上,研究了满文手写书库的结构特点,提出了嵌入式满文手写书库识别系统的设计方案,并完成了系统设计。本系统以Keil 5软件为开发平台,以C语言为编程语言,开发了触摸屏、SRAM模块和SD卡的驱动程序。编写了手写输入采集、优化预处理、特征提取、LDA降维和最近邻分类等算法。采用Altium Designer 9软件对系统的总体电路进行了设计。经测试,该系统完成了所有功能,具有界面友好、操作方便、成本低、实时性强等特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Implementation of Embedded Handwritten Manchu Letter Recognition System*
On the basis of building the handwritten Manchu letter library, the paper studies the structural characteristics of the Manchu letters, puts forward the design scheme of the embedded handwritten Manchu letter recognition system and has completed the system design. In the system, taking the Keil 5 software as the development platform and the C language as programming language, the driver programs of the touch screen, SRAM module and SD card are developed. The algorithms including the handwritten input acquisition, the optimized preprocessing, feature extraction, LDA dimension reduction and nearest neighbor classification are programmed also. The overall circuit of the system is designed with Altium Designer 9 software. After testing, the system completed all the functions, and has the features of friendly interface, easy operation, low cost and realtime strong.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信