{"title":"生物特征模式的分数融合增强人的识别","authors":"Kenza Chenni, N. Boukezzoula","doi":"10.59287/icpis.801","DOIUrl":null,"url":null,"abstract":"Biometric systems play a vital role in identifying individuals by capitalizing on their distinctivephysical or behavioral traits. However, individual biometric techniques have limitations that can impact theaccuracy and reliability of identification. Multimodal biometric systems, which incorporate data fromseveral modalities, have evolved as a solution to these problems. There are four levels of integration intomultimodal biometric systems, but score-level fusion is seen as the most efficient. The fusion level used inthis paper was the score level. The fusion proposal was assessed using the ORL Face and IITD Iris datasets.The suggested technique can enhance the ability to identify people in various areas.","PeriodicalId":292916,"journal":{"name":"International Conference on Pioneer and Innovative Studies","volume":"17 s1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Enhancing Person Identification with Score Fusion of Biometric Modalities\",\"authors\":\"Kenza Chenni, N. Boukezzoula\",\"doi\":\"10.59287/icpis.801\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Biometric systems play a vital role in identifying individuals by capitalizing on their distinctivephysical or behavioral traits. However, individual biometric techniques have limitations that can impact theaccuracy and reliability of identification. Multimodal biometric systems, which incorporate data fromseveral modalities, have evolved as a solution to these problems. There are four levels of integration intomultimodal biometric systems, but score-level fusion is seen as the most efficient. The fusion level used inthis paper was the score level. The fusion proposal was assessed using the ORL Face and IITD Iris datasets.The suggested technique can enhance the ability to identify people in various areas.\",\"PeriodicalId\":292916,\"journal\":{\"name\":\"International Conference on Pioneer and Innovative Studies\",\"volume\":\"17 s1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Pioneer and Innovative Studies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.59287/icpis.801\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Pioneer and Innovative Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.59287/icpis.801","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Enhancing Person Identification with Score Fusion of Biometric Modalities
Biometric systems play a vital role in identifying individuals by capitalizing on their distinctivephysical or behavioral traits. However, individual biometric techniques have limitations that can impact theaccuracy and reliability of identification. Multimodal biometric systems, which incorporate data fromseveral modalities, have evolved as a solution to these problems. There are four levels of integration intomultimodal biometric systems, but score-level fusion is seen as the most efficient. The fusion level used inthis paper was the score level. The fusion proposal was assessed using the ORL Face and IITD Iris datasets.The suggested technique can enhance the ability to identify people in various areas.