Jurnal Publikasi STMIK Pontianak

Abstract:

The eigenface algorithm is a collection ofeigenvectors used for face recognition through computers. Theface recognition system is part of image processing thatrecognizes faces based on imagery that is stamped and stored inan image file in JPEG format. Face recognition problems can besolved through the implementation of an algorithm. Thealgorithm used in this study is the eigenface algorithm. Theinput image is stamped through a laptop camera with a size of320 pixels x 240 pixels and reduced to 100 pixels x 100 pixels tobe saved as a master file of the face with various facialexpressions is a forward-facing position without a smile, facingforward a thin smile, facing forward with a big smile, head tiltedto the left, and head tilted to the right. The purpose of thisresearch is to build face recognition software using eigenfacealgorithms. The results showed that faces could be recognizedusing the eigenface algorithm with an average accuracy rate of 85%.

Kata Kunci :Camera, Image, Eigenface, Pixel, Face