GEFeS: Genetic & evolutionary feature selection for periocular biometric recognition
Gerry Vernon Dozier, Kamilah Purrington, Khary Popplewell, Joseph Shelton, Tamirat T. Abegaz, Kelvin S. Bryant, Joshua Adams, Damon L. Woodard, Philip E. Miller · 2011
In this paper, we introduce the concept of genetic & evolutionary feature selection (GEFeS) for periocular biometric recognition. Our results show that GEFeS dramatically reduces the number of features needed for periocular recognition as well as increases recognition accuracy.