Image-to-image translation: Methods and applications
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 …
domain while preserving the content representations. I2I has drawn increasing attention and …
Unsupervised image-to-image translation: A review
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 …
sharp details and to have good quantitative performance. Such methods are trained on a …
Cartoon image processing: a survey
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 …
cartoon have been proposed for different application scenarios, such as quality assessment …
Blendgan: Implicitly gan blending for arbitrary stylized face generation
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 …
image synthesis and stylized face generation. Recently, a layer-swapping mechanism has …
Unpaired cartoon image synthesis via gated cycle mapping
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 …
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
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 …
strokes and is generally displayed as raster images on digital devices. Typical mangas have …
Fix the noise: Disentangling source feature for controllable domain translation
Recent studies show strong generative performance in domain translation especially by
using transfer learning techniques on the unconditional generator. However, the control …
using transfer learning techniques on the unconditional generator. However, the control …
Face-PAST: Facial pose awareness and style transfer networks
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) …
technologies such as eXtended Reality (XR), Metaverse, and Non-Fungible Tokens (NFTs) …
Semantic translation of face image with limited pixels for simulated prosthetic vision
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 …
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 …
methods fail to resolve this problem due to the large inherent gap between two domains that …