Cyclic Generative Neural Networks for Improved Face Recognition in Nonstandard Domains

A system of methods for improving the quality of face recognition from infrared images is described. For testing the recognition algorithm in a multidomain environment, a database of ordinary and infrared face images is collected. An algorithm based on cyclic generative neural networks is developed....

Full description

Bibliographic Details

Published in:	Journal of computer & systems sciences international Vol. 57; no. 4; pp. 620 - 625
Main Authors:	Grinchuk, O. V., Tsurkov, V. I.
Format:	Journal Article
Language:	English
Published:	Moscow Pleiades Publishing 01.07.2018 Springer Nature B.V
Subjects:	Algorithms Control Engineering Face recognition Facial recognition technology Image quality Infrared imagery Mechatronics Neural networks Object recognition Pattern Recognition and Image Processing Robotics
ISSN:	1064-2307, 1555-6530
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!