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 …

Face recognition machine vision system using eigenfaces

F Jalled - arXiv preprint arXiv:1705.02782, 2017 - arxiv.org
Face Recognition is a common problem in Machine Learning. This technology has already
been widely used in our lives. For example, Facebook can automatically tag people's faces …

[PDF][PDF] Facial recognition using eigenfaces by PCA

YV Lata, CKB Tungathurthi, HRM Rao… - … Journal of Recent …, 2009 - researchgate.net
Face recognition systems have been grabbing high attention from commercial market point
of view as well as pattern recognition field. It also stands high in researchers community …

[PDF][PDF] Face recognition using principal component analysis method

LC Paul, A Al Sumam - … Journal of Advanced Research in Computer …, 2012 - academia.edu
This paper mainly addresses the building of face recognition system by using Principal
Component Analysis (PCA). PCA is a statistical approach used for reducing the number of …

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 …

[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 …

Human face recognition: An eigenfaces approach

AA Rahman, MNA Rahman, SN Safar… - … on Advances in …, 2014 - atlantis-press.com
Face recognition is an ever changing and evolving domain for research. However, the
application of face recognition is still new and not commonly used in this country as opposed …

[PDF][PDF] Face recognition using eigenfaces

R Saha, D Bhattacharjee - … Journal of Emerging Technology and Advanced …, 2013 - Citeseer
Eigenfaces which is ignores in the previous work that is the question of which features are
important for classification, and which are not. Eigenfaces seeks to answer this by using …

Performance analysis of face recognition using eigenface approach

IUW Mulyono, A Susanto… - … on Application for …, 2019 - ieeexplore.ieee.org
Eigenface is an algorithm in the principal component analysis (PCA) that is used to
recognize faces. Eigenface used to reduce dimensionality and find the best vector for …

[PDF][PDF] Face recognition using principal component analysis and neural networks

ASS Navaz, T Dhevisri… - March-2013, International …, 2013 - researchgate.net
Security and authentication of a person is a crucial part of any industry. There are many
techniques used for this purpose. One of them is face recognition. Face recognition is an …