MicroAST: towards super-fast ultra-resolution arbitrary style transfer

Z Wang, L Zhao, Z Zuo, A Li, H Chen, W Xing… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Arbitrary style transfer (AST) transfers arbitrary artistic styles onto content images. Despite
the recent rapid progress, existing AST methods are either incapable or too slow to run at …

Makeup transfer: A review

F He, K Bai, Y Zong, Y Zhou, Y Jing, G Wu… - IET Computer …, 2023 - Wiley Online Library
Makeup transfer (MT) aims to transfer the makeup style from a given reference makeup face
image to a source image while preserving face identity and background information. In …

Evaluate and improve the quality of neural style transfer

Z Wang, L Zhao, H Chen, Z Zuo, A Li, W Xing… - Computer Vision and …, 2021 - Elsevier
Recent studies have made tremendous progress in neural style transfer (NST) and various
methods have been advanced. However, evaluating and improving the stylization quality …

Texture reformer: Towards fast and universal interactive texture transfer

Z Wang, L Zhao, H Chen, A Li, Z Zuo, W Xing… - Proceedings of the AAAI …, 2022 - ojs.aaai.org
In this paper, we present the texture reformer, a fast and universal neural-based framework
for interactive texture transfer with user-specified guidance. The challenges lie in three …

Gating PatternPyramid for diversified image style transfer

F Yang, H Chen, Z Zhang, L Zhao… - Journal of Electronic …, 2022 - spiedigitallibrary.org
In diversified image style transfer tasks, the goal is to translate an everyday photograph to
diverse stylized images conditioned on the style of an artwork. Although several style …

Image style transfer algorithm based on semantic segmentation

Z Lin, Z Wang, H Chen, X Ma, C Xie, W Xing… - IEEE …, 2021 - ieeexplore.ieee.org
Most of the existing image style transfer algorithms transfer the whole image style as a
whole. Style feature is a set of correlation matrix based on style image, namely Gram matrix …

TSSAT: Two-Stage Statistics-Aware Transformation for Artistic Style Transfer

H Chen, L Zhao, J Li, J Yang - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
Artistic style transfer aims to create new artistic images by rendering a given photograph with
the target artistic style. Existing methods learn styles simply based on global statistics or …

[Retracted] Design Model of Cultural and Creative Products Using User Perception Demand Mining

H Yang - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
People are becoming more and more aware of the value of design throughout a product's
entire life cycle as a result of the fierce competition for industrial products that exists today …

Construction of Design Works Appreciation System Based on Machine learning

L You - IEEE Access, 2024 - ieeexplore.ieee.org
With the rapid development of the economy, the aspirations for spiritual fulfillment have
transcended material demands, fostering a greater appreciation for artistic lifestyles. Artistic …

Artistic Image Generation Using Deep Convolutional Generative Adversarial Networks

DO Esan, PA Owolawi, C Tu - International Conference on Computer and …, 2024 - Springer
Recently, there has been increased interest in the application of Generative Adversarial
Networks (GANs) to the creation of artistic images. The art community has been particularly …