[HTML][HTML] Unsupervised image-to-image translation: A review

H Hoyez, C Schockaert, J Rambach, B Mirbach… - Sensors, 2022 - mdpi.com
Supervised image-to-image translation has been proven to generate realistic images with
sharp details and to have good quantitative performance. Such methods are trained on a …

Freedrag: Feature dragging for reliable point-based image editing

P Ling, L Chen, P Zhang, H Chen… - Proceedings of the …, 2024 - openaccess.thecvf.com
To serve the intricate and varied demands of image editing precise and flexible
manipulation in image content is indispensable. Recently Drag-based editing methods have …

A method based on evolutionary algorithms and channel attention mechanism to enhance cycle generative adversarial network performance for image translation

Y Xue, Y Zhang, F Neri - International Journal of Neural Systems, 2023 - World Scientific
A Generative Adversarial Network (GAN) can learn the relationship between two image
domains and achieve unpaired image-to-image translation. One of the breakthroughs was …

Dr-avit: Towards diverse and realistic aerial visible-to-infrared image translation

Z Han, S Zhang, Y Su, X Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Image-to-image (I2I) translation methods based on generative adversarial networks (GANs)
have shown general solutions for aerial visible-to-infrared image translation (AVIT) task …

Self-driven dual-path learning for reference-based line art colorization under limited data

S Wu, X Yan, W Liu, S Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Synthesizing color images based on line arts while considering the styles of reference
photos is a flexible form of artistic creation that has recently attracted public attention …

Joint image-to-image translation for traffic monitoring driver face image enhancement

CH Hu, Y Liu, LT Xu, XY **g, XB Lu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The real traffic monitoring driver face (TMDF) images are with complex multiple
degradations, which decline face recognition accuracy in real intelligent transportation …

Jpeg compression-aware image forgery localization

M Wang, X Fu, J Liu, ZJ Zha - Proceedings of the 30th ACM International …, 2022 - dl.acm.org
Image forgery localization, which aims to find suspicious regions tampered with splicing,
copy-move or removal manipulations, has attracted increasing attention. Existing image …

Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks

J Wu, Z ** - European Conference on Computer Vision, 2024 - Springer
Recent research tries to extend image restoration capabilities from human perception to
machine perception, thereby enhancing the performance of high-level vision tasks in …