jayantee12 / Facial-Recognition-System-Eigenfaces-Fisherfaces

Facial recognition via EigenFaces and FisherFaces methods

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Facial-Recognition-System

Facial recognition via EigenFaces and FisherFaces methods. A Facial recognition system that is highly insensitive to variation in lighting direction, intensity, and facial expressions while still producing recognition results with a good level of accuracy.

Follows the algorithms in the following papers:

  1. Matthew Turk and Alex Pentland. Journal of Cognitive Neuroscience, Volume 3, Number 1 Eigenfaces for Face Recognition. (1991)
  2. L. Sirovich and M. Kirby Low-dimensional procedure for the characterization of human faces Vol. 4, No.3/March 1987/J. Opt. Soc. Am. A (1987)

About

Facial recognition via EigenFaces and FisherFaces methods

License:MIT License


Languages

Language:Jupyter Notebook 99.4%Language:Python 0.6%