Impact of Resolution and Resize Process on Face Recognition Accuracy with GAN-Generated Images

Xing, Yu (2025) Impact of Resolution and Resize Process on Face Recognition Accuracy with GAN-Generated Images. In: Proceedings of the 2nd International Conference on Machine Learning and Automation, CONF-MLA 2024, November 21, 2024, Adana, Turkey.

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Abstract

This paper discusses the challenges facial recognition systems face in recognizing images generated by generative adversarial networks (GANs) and then proposes solutions by simple image processing methods. The study highlights that facial recognition models behave completely differently when dealing

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 18:27
Last Modified: 16 Apr 2026 21:39
URI: http://eprints.eai.eu/id/eprint/52534

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