Title :
Face recognition using back propagation neural network technique
Author :
Sekhon, Abhjeet ; Agarwal, Pankaj
Author_Institution :
Mewar Univ., Chittorgharh, India
Abstract :
The paper presents a back propagation based artificial neural network learning algorithm for recognizing human faces. We have worked on eight features for recognition. A facial recognition system has been proposed to recognize registered faces in the database & new faces that are not part of the database. The basic objective is to understand the ability of back propagation learning algorithms for face recognition task. Few experimental observations have also been provided.
Keywords :
backpropagation; face recognition; neural nets; artificial neural network learning algorithm; back propagation learning algorithms; face recognition; Computers; Databases; Face; Face recognition; Feature extraction; Neural networks; Training; back propagation ability; facial recognition system; neural network technique;
Conference_Titel :
Computer Engineering and Applications (ICACEA), 2015 International Conference on Advances in
Conference_Location :
Ghaziabad
DOI :
10.1109/ICACEA.2015.7164700