HQ‐I2IT: Redesign the optimization scheme to improve image quality in CycleGAN‐based image translation systems

Abstract The image‐to‐image translation (I2IT) task aims to transform images from the source domain into the specified target domain. State‐of‐the‐art CycleGAN‐based translation algorithms typically use cycle consistency loss and latent regression loss to constrain translation. In this work, it is d...

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Bibliographic Details
Main Authors: Yipeng Zhang, Bingliang Hu, Yingying Huang, Chi Gao, Jianfu Yin, Quang Wang
Format: Article
Language:English
Published: Wiley 2024-02-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12965