{"title":"Facial asymmetry quantification for expression invariant human identification","authors":"Yanxi Liu, Karen L. Schmidt, J. Cohn, S. Mitra","doi":"10.1109/AFGR.2002.1004156","DOIUrl":null,"url":null,"abstract":"We investigate the effect of quantified statistical facial asymmetry as a biometric under expression variations. Our findings show that the facial asymmetry measures (AsymFaces) are computationally feasible, containing discriminative information and providing synergy when combined with Fisherface and Eigen-face methods on image data of two publically available face databases (Cohn-Kanade (T. Kanade et al., 1999) and Feret (P.J. Phillips et al., 1998)).","PeriodicalId":364299,"journal":{"name":"Proceedings of Fifth IEEE International Conference on Automatic Face Gesture Recognition","volume":"43 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"154","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of Fifth IEEE International Conference on Automatic Face Gesture Recognition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AFGR.2002.1004156","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 154
Abstract
We investigate the effect of quantified statistical facial asymmetry as a biometric under expression variations. Our findings show that the facial asymmetry measures (AsymFaces) are computationally feasible, containing discriminative information and providing synergy when combined with Fisherface and Eigen-face methods on image data of two publically available face databases (Cohn-Kanade (T. Kanade et al., 1999) and Feret (P.J. Phillips et al., 1998)).