Face Recognition by Optimizing Selection of Pixels Using Genetic Algorithm

In recent years, the person recognition system using the face picture can consider application to security system. This paper describes a method to have face recognition with the important pixels. These pixels are found out with the genetic algorithm. In the face recognition process, only important pixels to perform the reliable recognizing are extracted. Before the recognizing process, subject's head is adjusted by free locations, inclinations and scales.