A review on Generative Adversarial Networks for image generation

• Published in: Computers & graphics Vol. 114; pp. 13 - 25
• Main Authors: Trevisan de Souza, Vinicius Luis, Marques, Bruno Augusto Dorta, Batagelo, Harlen Costa, Gois, João Paulo
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.08.2023
• Subjects: Deep image synthesis; Generative Adversarial Network; Generative models; Image generation; Deep image synthesis; Generative Adversarial Network; Generative models; Image generation

Generative Adversarial Networks (GANs) are a type of deep learning architecture that uses two networks namely a generator and a discriminator that, by competing against each other, pursue to create realistic but previously unseen samples. They have become a popular research topic in recent years, pa...