Efficient facial expression recognition system based on geometric features using neural network

A Tripathi, S Pandey, H Jangir - … : Proceedings of ICT4SD 2016, Volume 2, 2018 - Springer
In this paper, facial expression recognition (FER) system is presented using eigenvector to
recognize expressions from facial images. One of the distance metric approaches called …

[PDF][PDF] Learning a backpropagation neural network with error function based on bhattacharyya distance for face recognition

N Belghini, A Zarghili, J Kharroubi, A Majda… - International Journal of …, 2012 - academia.edu
In this paper, a color face recognition system is developed to identify human faces using
Back propagation neural network. The architecture we adopt is All-Class-in-One-Network …

A color facial authentification system based on semi supervised backporpagation neural network

N Belghini, A Zarghili, J Kharroubi… - 2011 International …, 2011 - ieeexplore.ieee.org
A Backpropagation Neural Network (BPNN) is one of the most used methods in the domain
of face recognition. BPNN need supervised training to learn how to predict results from …

Weighted attribute fusion model for face recognition

S Sakthivel, R Lakshmipathi - arxiv preprint arxiv:1009.0623, 2010 - arxiv.org
Recognizing a face based on its attributes is an easy task for a human to perform as it is a
cognitive process. In recent years, Face Recognition is achieved with different kinds of facial …

Improving the performance of machine learning based face recognition algorithm with Multiple Weighted Facial Attribute Sets

S Sakthivel, R Lakshmipathi… - … Conference on the …, 2009 - ieeexplore.ieee.org
Recognizing a face based on its attributes is an easy task for a human to perform; it is nearly
automatic, and requires little mental effort. A computer, on the other hand, has no innate …

Efficient Facial Expression Recognition System Based on Geometric Features

UN Network - … : Proceedings of ICT4SD 2016, Volume 2, 2017 - books.google.com
In this paper, facial expression recognition (FER) system is presented using eigenvector to
recognize expressions from facial images. One of the distance metric approaches called …