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Innovative Image Enhancement via GANs: Addressing Noise, Resolution, and Artifact Challenges

Generative adversarial networks (GANs) are increasingly used for image enhancement tasks like denoising, super-resolution, and artifact removal. In this study, we propose a robust GAN-based architecture featuring a U-Net-style generator and DCNN-based discriminator, optimized for real-time enhanceme...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Abdul Wahab Paracha, Syed Fasih Ali Kazmi, Muhammad Abbas, Haris Anjum, Raja Hashim Ali
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2025-08-01
Rangatū:Engineering Proceedings
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2673-4591/87/1/104
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