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...

Full description

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/

Internet

https://ieeexplore.ieee.org/document/9445031/

Similar Items