Face RecognitionEigenfaces

DS Cardona-Pineda, JC Ceballos-Arias… - Handbook on Decision …, 2022 - Springer
… perform image recognition tasks [36–38] and in this work, we use the Eigenfaces method to
… While working on image recognition the eigenvectors are called Eigenfaces and on its part, …

Eigenhill vs. eigenface and eigenedge

A Yilmaz, M Gokmen - … Conference on Pattern Recognition …, 2000 - ieeexplore.ieee.org
… the problems in face recognition associated with illumination changes … We compare the
recognition performances of eigenface, … that our approach has the best recognition performance. …

Eigenfaces and eigenvoices: Dimensionality reduction for specialized pattern recognition

R Kuhn, P Nguyen, JC Junqua… - 1998 IEEE Second …, 1998 - ieeexplore.ieee.org
eigenface” is the vector obtained by averaging over all original faces, and the other eigenfaces
… a linear combination of the remaining M eigenfaces. PCA guarantees that for the original …

Eigenface-domain super-resolution for face recognition

BK Gunturk, AU Batur, Y Altunbasak… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
… into the eigenface space, and performed eigenface space super-… recognition experiment in
this case provided a recognition … high-resolution video sequence to perform recognition. The …

A comprehensive comparative performance analysis of Laplacianfaces and Eigenfaces for face recognition

UI Bajwa, IA Taj, ZE Bhatti - The Imaging Science Journal, 2011 - Taylor & Francis
This paper provides a comprehensive comparative analysis of the performance of locality
preserving projections (LPPs)‐based Laplacianfaces, which is a recently introduced algorithm …

Human face recognition application using pca and eigenface approach

AL Ramadhani, P Musa… - 2017 Second International …, 2017 - ieeexplore.ieee.org
… face has been found, face recognition is complete. This article will apply the human face
recognition system using the eigenface approach. Eigenface is one of the facial recognition

Face Detection Using Eigenfaces: A Comprehensive Review

HT Ho, LV Nguyen, THT Le, OJ Lee - IEEE Access, 2024 - ieeexplore.ieee.org
… In Section VI, we address the common challenges associated with Eigenface-based face
recognition, fostering a critical understanding of the technique’s strengths and weaknesses. …

Face recognition using 2D and disparity eigenface

TH Sun, M Chen, S Lo, FC Tien - Expert Systems with Applications, 2007 - Elsevier
… This study presents a face recognition method based on the stereo matching and eigenface
… The proposed method aims to improve the performance of the 2D eigenface system by …

[PDF][PDF] Face recognition using eigenvector and principle component analysis

D Chakraborty, SK Saha… - International Journal of …, 2012 - academia.edu
… this paper eigenface based face recognition has been described. The eigenface approach
for face recognition … It is one of the best practical solutions for the problem of face recognition. …

[PDF][PDF] Eigen faces and principle component analysis for face recognition systems: a comparative study

AA Tamimi, ON Al-Allaf, MA Alia - International Journal of Computers & …, 2015 - Citeseer
recognition systems. At the same time, there is a lack of literature studies which are related to
face recognition systems based on EigenFaces … to Eigenfaces and PCA for face recognition