a Record control number 000239483000015

a ISBN 3--5-40-34437--3

a ISSN 0302-9743

a Original cataloging agency NEU GrandLibrary

a Language code of text/sound track or separate title eng

a Classification number QA76

b Item number .F33 2006

a Personal name Khashman, Adnan,

h Medium Electronic Document

a Title Face recognition using neural networks and pattern averaging

c Statement of responsibility, etc Adnan Khashman.

c Date of publication, distribution, etc 2006.

b Name of publisher, distributor, etc Springer,

a Place of publication, distribution, etc Berlin :

a Summary, etc The human ability to recognize objects has not so far been matched by intelligent machines. This is more evident when it comes to recognizing faces, where a quick human "glance" is sufficient to recognize a "familiar" face. Face recognition has recently attracted more research aimed at developing reliable recognition by machines. Current face recognition methods rely on detecting certain features within a face and using these features for face recognition. This paper introduces a novel approach to face recognition by simulating our ability to recognize "familiar" faces after a quick "glance" using pattern averaging and neural networks. A real-life application will be presented throughout recognizing the faces of 30 persons. Time costs and the neural network parameters will be described, in addition to future work aimed at further improving the developed system.

a Topical term or geographic name as entry element Near East University Article

a Topical term or geographic name as entry element Computer science

a Topical term or geographic name as entry element Yakın Doğu Üniversitesi Makale

a Topical term or geographic name as entry element Theory & Methods

a Topical term or geographic name as entry element Artificial intelligence

g Relationship information 2006, v 3972 p98-103

t Title Advances In Neural Networks

z International Standard Book Number 3-540-34437-3

x International Standard Serial Number 0302-9743