Thermal Face Generation Using StyleGAN

Thermal Face Generation Using StyleGAN

This article proposes the use of generative adversarial networks (GANs) via StyleGAN2 to create high-quality synthetic thermal images and obtain training data to build thermal face recognition models using deep learning. We employed different variants of StyleGAN2, incorporating the new improved ver...

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Bibliographic Details
Main Authors: Gabriel Hermosilla, Diego-Ignacio Henriquez Tapia, Hector Allende-Cid, Gonzalo Farias Castro, Esteban Vera
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Generative adversarial networks
StyleGAN2
thermal face recognition
deep learning
Online Access:https://ieeexplore.ieee.org/document/9445031/

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