A comparison of genetic feature selection and weighting techniques for multi-biometric recognition
Khary Popplewell, Aniesha Alford, Gerry Vernon Dozier, Kelvin S. Bryant, John Charles Kelly, Josh Adams, Tamirat T. Abegaz, Kamiliah Purrington, Joseph Shelton · 2011
In this paper, we compare genetic-based feature selection (GEFeS) and weighting (GEFeW) techniques for multi-biometric recognition using face and periocular biometric modalities. Our results show that fusing face and periocular features outperforms face-only and periocular-only biometric recognition. Of the two genetic-based approaches, GEFeW outperforms GEFeS.