The Frequency Discrepancy Between Real and Generated Images

Despite the success of Generative Adversarial Networks (GANs), little work has focused on the discrepancy between real and generated images in frequency domain. In this work, we provide a systematic analysis on this topic. We first demonstrate the general existence of the frequency discrepancy and f...

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Bibliographic Details
Main Authors: Yuehui Wang, Liyan Cai, Dongyu Zhang, Sibo Huang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9500220/