Shubhankar Kapoor, Ashish Singh, Utkarsha Goswami, Saswat Kumar, G. Chitranshi
{"title":"基于人工神经网络的鲁棒字母识别系统的设计与实现","authors":"Shubhankar Kapoor, Ashish Singh, Utkarsha Goswami, Saswat Kumar, G. Chitranshi","doi":"10.1109/ICRITO.2016.7785026","DOIUrl":null,"url":null,"abstract":"Language or pattern recognition is an ever-growing field in research. The motivation behind this work is the growing importance of foreign languages in everyday life. It is specifically focused on groups who might have to face a foreign language somewhere and can't seem to understand it. This will also be beneficial for partially visually impaired persons. It will help in recognizing the alphabets and letters written in a particular language stored in the database. The program was trained with different samples of a different letters of an alphabet and the data was stored. Using Artificial Neural Network and pattern recognition techniques, the hardware can now read whatever form of letter is presented in front of it. Using the neural network the success rate was found to be higher than 97%.","PeriodicalId":377611,"journal":{"name":"2016 5th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)","volume":"416 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Design and implementation of a robust system for recognizing alphabets using artifical neural network\",\"authors\":\"Shubhankar Kapoor, Ashish Singh, Utkarsha Goswami, Saswat Kumar, G. Chitranshi\",\"doi\":\"10.1109/ICRITO.2016.7785026\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Language or pattern recognition is an ever-growing field in research. The motivation behind this work is the growing importance of foreign languages in everyday life. It is specifically focused on groups who might have to face a foreign language somewhere and can't seem to understand it. This will also be beneficial for partially visually impaired persons. It will help in recognizing the alphabets and letters written in a particular language stored in the database. The program was trained with different samples of a different letters of an alphabet and the data was stored. Using Artificial Neural Network and pattern recognition techniques, the hardware can now read whatever form of letter is presented in front of it. Using the neural network the success rate was found to be higher than 97%.\",\"PeriodicalId\":377611,\"journal\":{\"name\":\"2016 5th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)\",\"volume\":\"416 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 5th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICRITO.2016.7785026\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 5th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRITO.2016.7785026","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Design and implementation of a robust system for recognizing alphabets using artifical neural network
Language or pattern recognition is an ever-growing field in research. The motivation behind this work is the growing importance of foreign languages in everyday life. It is specifically focused on groups who might have to face a foreign language somewhere and can't seem to understand it. This will also be beneficial for partially visually impaired persons. It will help in recognizing the alphabets and letters written in a particular language stored in the database. The program was trained with different samples of a different letters of an alphabet and the data was stored. Using Artificial Neural Network and pattern recognition techniques, the hardware can now read whatever form of letter is presented in front of it. Using the neural network the success rate was found to be higher than 97%.