Robocodraw: Robotic avatar drawing with gan-based style transfer and time-efficient path optimization

T Wang, WQ Toh, H Zhang, X Sui, S Li, Y Liu… - Proceedings of the AAAI …, 2020 - ojs.aaai.org
Robotic drawing has become increasingly popular as an entertainment and interactive tool.
In this paper we present RoboCoDraw, a real-time collaborative robot-based drawing …

[HTML][HTML] Artistic robotic arm: drawing portraits on physical canvas under 80 seconds

S Nasrat, T Kang, J Park, J Kim, SJ Yi - Sensors, 2023 - mdpi.com
In recent years, the field of robotic portrait drawing has garnered considerable interest, as
evidenced by the growing number of researchers focusing on either the speed or quality of …

Drawinginstyles: Portrait image generation and editing with spatially conditioned stylegan

W Su, H Ye, SY Chen, L Gao… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
The research topic of sketch-to-portrait generation has witnessed a boost of progress with
deep learning techniques. The recently proposed StyleGAN architectures achieve state-of …

Line drawings for face portraits from photos using global and local structure based GANs

R Yi, M Xia, YJ Liu, YK Lai… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Despite significant effort and notable success of neural style transfer, it remains challenging
for highly abstract styles, in particular line drawings. In this paper, we propose …

Anifacedrawing: Anime portrait exploration during your sketching

Z Huang, H Xie, T Fukusato, K Miyata - ACM SIGGRAPH 2023 …, 2023 - dl.acm.org
This paper focuses on how artificial intelligence (AI) can be used to assist general users in
the creation of professional portraits, that is, consistently converting rough sketches into high …

Making robots draw a vivid portrait in two minutes

F Gao, J Zhu, Z Yu, P Li, T Wang - 2020 IEEE/RSJ International …, 2020 - ieeexplore.ieee.org
Significant progress has been made with artistic robots. However, existing robots fail to
produce high-quality portraits in a short time. In this work, we present a drawing robot, which …

Apdrawinggan: Generating artistic portrait drawings from face photos with hierarchical gans

R Yi, YJ Liu, YK Lai, PL Rosin - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Significant progress has been made with image stylization using deep learning, especially
with generative adversarial networks (GANs). However, existing methods fail to produce …

SmartPaint: a co-creative drawing system based on generative adversarial networks

L Sun, P Chen, W Xiang, P Chen, W Gao… - Frontiers of Information …, 2019 - Springer
Artificial intelligence (AI) has played a significant role in imitating and producing large-scale
designs such as e-commerce banners. However, it is less successful at creative and …

Quality metric guided portrait line drawing generation from unpaired training data

R Yi, YJ Liu, YK Lai, PL Rosin - IEEE Transactions on Pattern …, 2022 - ieeexplore.ieee.org
Face portrait line drawing is a unique style of art which is highly abstract and expressive.
However, due to its high semantic constraints, many existing methods learn to generate …

Human face sketch to RGB image with edge optimization and generative adversarial networks

F Zhang, H Zhao, W Ying, Q Liu… - … Automation & Soft …, 2020 - scholarworks.utrgv.edu
Generating an RGB image from a sketch is a challenging and interesting topic. This paper
proposes a method to transform a face sketch into a color image based on generation …