Security

Rapid Face Recognition Technology Using Eigenfaces and Gabor Filter

Free registration required

Executive Summary

Face recognition is one of biometric methods, to identify given face image using main features of face. Face recognition system is a computer application for automatically identifying or verifying a person from a digital image. Gabor filters have proven themselves to be a powerful tool for feature extraction. Proposed methodology is connection of two stages - Face detection using Haar based cascade classifier, feature extraction using Gabor Filter and recognition using Eigen faces. The Eigen-face approach used for the recognition of the images. It gives them efficient way to find the lower dimensional space.

  • Format: PDF
  • Size: 216.03 KB