Fusion of Images of Different Spectra Based on Generative Adversarial Networks

A method for fusing images of different spectra by using generative adversarial networks is proposed. An original architecture of a FusionNet neural network is developed based on pix2pix. It enables the synthesis of a complex (integrated) image that comprises the most informative fragments of differ...

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Bibliographic Details

Published in:	Journal of computer & systems sciences international Vol. 58; no. 3; pp. 441 - 453
Main Authors:	Vizil’ter, Yu. V., Vygolov, O. V., Komarov, D. V., Lebedev, M. A.
Format:	Journal Article
Language:	English
Published:	Moscow Pleiades Publishing 01.05.2019 Springer Nature B.V
Subjects:	Computer vision Control Engineering Generative adversarial networks Image processing Infrared imagery Mechatronics Neural networks Pattern Recognition and Image Processing Robotics Spectra Test sets
ISSN:	1064-2307, 1555-6530
Online Access:	Get full text
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