Image-to-image translation: Methods and applications

Y Pang, J Lin, T Qin, Z Chen - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Image-to-image translation (I2I) aims to transfer images from a source domain to a target
domain while preserving the content representations. I2I has drawn increasing attention and …

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 …

Cartoon image processing: a survey

Y Zhao, D Ren, Y Chen, W Jia, R Wang… - International Journal of …, 2022 - Springer
With the rapid development of cartoon industry, various studies on two-dimensional (2D)
cartoon have been proposed for different application scenarios, such as quality assessment …

Blendgan: Implicitly gan blending for arbitrary stylized face generation

M Liu, Q Li, Z Qin, G Zhang, P Wan… - Advances in Neural …, 2021 - proceedings.neurips.cc
Abstract Generative Adversarial Networks (GANs) have made a dramatic leap in high-fidelity
image synthesis and stylized face generation. Recently, a layer-swapping mechanism has …

Unpaired cartoon image synthesis via gated cycle mapping

Y Men, Y Yao, M Cui, Z Lian, X Xie… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this paper, we present a general-purpose solution to cartoon image synthesis with
unpaired training data. In contrast to previous works learning pre-defined cartoon styles for …

Marvel: Raster gray-level manga vectorization via primitive-wise deep reinforcement learning

H Su, X Liu, J Niu, J Cui, J Wan, X Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Manga is a fashionable Japanese-style comic form that is composed of black-and-white
strokes and is generally displayed as raster images on digital devices. Typical mangas have …

Fix the noise: Disentangling source feature for controllable domain translation

D Lee, JY Lee, D Kim, J Choi… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recent studies show strong generative performance in domain translation especially by
using transfer learning techniques on the unconditional generator. However, the control …

Face-PAST: Facial pose awareness and style transfer networks

SA Khowaja, G Mujtaba, J Yoon, IH Lee - arXiv preprint arXiv:2307.09020, 2023 - arxiv.org
Facial style transfer has been quite popular among researchers due to the rise of emerging
technologies such as eXtended Reality (XR), Metaverse, and Non-Fungible Tokens (NFTs) …

Semantic translation of face image with limited pixels for simulated prosthetic vision

X Xia, X He, L Feng, X Pan, N Li, J Zhang, X Pang… - Information …, 2022 - Elsevier
Facial perception and cognition are among the most critical functions of retinal prostheses
for blind people. However, owing to the limitations of the electrode array, simulated …

Appearance-preserved portrait-to-anime translation via proxy-guided domain adaptation

W Xiao, C Xu, J Mai, X Xu, Y Li, C Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Converting a human portrait to anime style is a desirable but challenging problem. Existing
methods fail to resolve this problem due to the large inherent gap between two domains that …