[PDF][PDF] Face recognition using principal component analysis with DCT

KD Kadam - International Journal of Engineering …, 2014 - ijergs.org.managewebsiteportal.com
Face recognition (FR) is a challenging issue due to variation in expression, pose,
illumination and aging etc. In this paper hybrid combination of principal component analysis …

[PDF][PDF] Face recognition using principal component analysis and linear discriminant analysis on holistic approach in facial images database

S Satonkar Suhas, B Kurhe Ajay… - Int Organ Sci Res, 2012 - academia.edu
Face recognition system should be able to automatically detect a face in images. This
involves extraction of its features and then recognizes it, regardless of lighting, ageing …

A modified PCA algorithm for face recognition

L Luo, MNS Swamy, EI Plotkin - CCECE 2003-Canadian …, 2003 - ieeexplore.ieee.org
In principal component analysis (PCA) algorithm for face recognition, the eigenvectors
associated with the large eigenvalues are empirically regarded as representing the changes …

Face recognition using principal component analysis

GE Rani, M Sakthimohan, MP Suresh… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Face recognition is one of the finest method or field to use for better accuracy and also
security. Face is comprising of multidimensional structure with complexity and for that …

Optimizing principal component analysis performance for face recognition using genetic algorithm

WH Al-Arashi, H Ibrahim, SA Suandi - Neurocomputing, 2014 - Elsevier
Abstract Principal Component Analysis (PCA) turns out to be one of the most successful
techniques in face recognition systems as a statistical method for dimensionality reduction …

[PDF][PDF] Face recognition using neural network and eigenvalues with distinct block processing

P Sharma, A Aneja, A Kumar… - International Journal of …, 2011 - researchgate.net
Human face recognition has been employed in different commercial and law enforcement
applications. It has also been employed for mug shots matching, bank-store security, crowd …

Face recognition using eigenfaces

GM Zafaruddin, HS Fadewar - Computing, Communication and Signal …, 2019 - Springer
In this paper, we propose a PCA-based face recognition system implemented using the
concept of neural networks. This system has three stages, viz. pre processing, PCA and face …

[PDF][PDF] Kernel principle component analysis in face recognition system: a survey

R Upadhayay, RK Yadav - International Journal of Advanced …, 2013 - researchgate.net
Face recognition is a dynamic topic in the fields of biometrics. Many achievements have
been obtained in face recognition. Principal Components Analysis (PCA) and kernel …

[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
Face recognition has been largely used in biometric field as a security measure at air ports,
passport verification, criminals' list verification, visa processing, and so on. Various literature …

[PDF][PDF] Study of face recognition techniques

S Kaushik, RB Dubey, A Madan - International Journal of …, 2014 - researchgate.net
A study of both face recognition and detection techniques is carried out using the algorithms
like Principal Component Analysis (PCA), Kernel Principal Component Analysis (KPCA) …