{"title":"An Intelligent Automatic Fingerprint Recognition System Design","authors":"Necla Özkaya, Ş. Sağiroğlu, M. Wani","doi":"10.1109/ICMLA.2006.15","DOIUrl":null,"url":null,"abstract":"This work presents an intelligent automatic fingerprint identification and verification system based on artificial neural networks. In this work, the design processes of the system have been presented step by step. In order to make the system automatic, software was developed for fingerprint identification and verification processes. 100 fingerprint images were used to test and evaluate the system. The results have shown that the task was achieved with high accuracy","PeriodicalId":297071,"journal":{"name":"2006 5th International Conference on Machine Learning and Applications (ICMLA'06)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 5th International Conference on Machine Learning and Applications (ICMLA'06)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLA.2006.15","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 17
Abstract
This work presents an intelligent automatic fingerprint identification and verification system based on artificial neural networks. In this work, the design processes of the system have been presented step by step. In order to make the system automatic, software was developed for fingerprint identification and verification processes. 100 fingerprint images were used to test and evaluate the system. The results have shown that the task was achieved with high accuracy
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