A Hybrid Method of Enhancing Accuracy of Facial Recognition System Using Gabor Filter and Stacked Sparse Autoencoders Deep Neural Network

A Hybrid Method of Enhancing Accuracy of Facial Recognition System Using Gabor Filter and Stacked Sparse Autoencoders Deep Neural Network

Face recognition has grown in popularity due to the ease with which most recognition systems can find and recognize human faces in images and videos. However, the accuracy of the face recognition system is critical in ascertaining the success of a person’s identification. A lack of sufficiently larg...

Full description

Bibliographic Details
Main Authors: Abdullah Ghanim Jaber, Ravie Chandren Muniyandi, Opeyemi Lateef Usman, Harprith Kaur Rajinder Singh
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
Gabor filter
face recognition
deep neural network
stacked sparse autoencoders
hybrid method
Online Access:https://www.mdpi.com/2076-3417/12/21/11052

Internet

https://www.mdpi.com/2076-3417/12/21/11052

Similar Items