Face Recognition System Using Independent Components Analysis and Support Vector Neural Network Classifier

MA Shihab, MZN Al-Dabagh… - ITM Web of …, 2022 - itm-conferences.org
With an increasing number of security threats in recent years, the field of automatic facial
recognition has seen many new developments. The introduction of many new face …

[PDF][PDF] Independent Component Analysis and Support Vector Neural Network for Face Recognition

AI Abdullah, MZN Al-Dabagh… - International Journal Of …, 2018 - researchgate.net
With increasing rate of security threats in last decade, attentions toward the field of face
detection and recognition have increased rapidly. Many face recognition algorithms have …

A new face recognition method based on fast least squares support vector machine

R Kong, B Zhang - Physics Procedia, 2011 - Elsevier
In this paper we propose a new method for face recognition by combining Independent
Component Analysis (ICA) and Support Vector Machine (SVM). Firstly we extract face …

Face recognition systems based on independent component analysis and support vector machine

JJ Zhang, YT Shi - … Conference on Audio, Language and Image …, 2014 - ieeexplore.ieee.org
This paper presents an approach for face recognition system based on independent
component analysis (ICA) and support vector machine (SVM). The ICA is a feature extraction …

[PDF][PDF] Face recognition using independent component analysis algorithm

ZAA Alyasseri - International Journal of Computer Applications, 2015 - Citeseer
Face recognition system compares the tested face with the various training faces reserved in
the database with an efficient success rate. The best matching of the tested face with the …

[PDF][PDF] Performance Evaluation of Principal Component Analysis and Independent Component Analysis Algorithms for Facial Recognition

MA Hambali, RG Jimoh - J. Adv. Sci. Res. Its Appl, 2015 - academia.edu
Biometric recognition techniques have emerged as most promising option and secured
means of authentication capable of sustaining the emerging ubiquitous computing. Facial …

Towards an efficient face recognition approach

SMS Hossain, A Yousuf, MS Sadi - … International Conference on …, 2015 - ieeexplore.ieee.org
As modern technology evolves, the use of face recognition system is scattering in different
sectors of commercial markets rather than in security purposes only. Various approaches …

Automatic face recognition using principal component analysis and neural network

M Nguela, Z Wang, Y Sun - 2017 7th International Workshop on …, 2017 - pure.uj.ac.za
Automatic face recognition is a very important research area in computer science since it
has been widely used in security systems. It has drawn a lot of attention in the recent ten …

[PDF][PDF] A study of features extraction algorithms for human face recognition

WO Ismaila, AB Adetunji, AS Falohun… - … Journal of Science and …, 2012 - tjournal.org
In this paper, the authors investigate the effectiveness of combining Independent
Component Analysis (ICA) with Gabor algorithm (I-Gabor) as feature extraction. The features …

[PDF][PDF] Face Recognition Based on Viola-Jones Face Detection Method and Principle Component Analysis (PCA)

SI Mohammed, NA Jaafar, KM Hussien - Iraqi J. Comput. Commun. Control …, 2018 - iasj.net
Face recognition is one of the most important research fields of the last two decades. This is
due to the actual use of this technology in automatic detection and monitoring systems. Face …