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Detection Face Parts in Image Using Neural Network Based on MATLAB

Authors :
Shahad L. Galib
Fouad S. Tahir
Asma A. Abdulrahman
Source :
Engineering and Technology Journal, Vol 39, Iss 1B, Pp 159-164 (2021)
Publication Year :
2021
Publisher :
Unviversity of Technology- Iraq, 2021.

Abstract

Recently, face recognition system (FRS) is implemented in different applications including a range of vital services like airports and banking systems for security purposes. Therefore, deployed surveillance systems have been established which led to the urgent need to develop a vital face recognition system. In this work, a new algorithm was proposed for recognition of the face, personal and color images by training the convolutional neural network using the MATLAB program to build a new program for detection of the face, then building a separate program to discover the lips, nose, and eyes, New methods were explored to analyze the main and independent components to improve face detection, which is considered one of the important techniques in this work using neural networks and implementation through the MATLAB program.

Details

Language :
English
ISSN :
16816900 and 24120758
Volume :
39
Issue :
1B
Database :
Directory of Open Access Journals
Journal :
Engineering and Technology Journal
Publication Type :
Academic Journal
Accession number :
edsdoj.7f647a68b140d090dfff64e7488974
Document Type :
article
Full Text :
https://doi.org/10.30684/etj.v39i1B.1944