Internal model control structure inspired robotic calligraphy system

R Wu, F Chao, C Zhou, X Chang, L Yang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Learning calligraphy writing skills in robots is regarded as a sophisticated task. Current
robotic researchers have proposed many methods to implement various robotic calligraphy …

Robot calligraphy using pseudospectral optimal control in conjunction with a novel dynamic brush model

S Wang, J Chen, X Deng, S Hutchinson… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
Chinese calligraphy is a unique art form with great artistic value but difficult to master. In this
paper, we formulate the calligraphy writing problem as a trajectory optimization problem …

Integration of an actor-critic model and generative adversarial networks for a Chinese calligraphy robot

R Wu, C Zhou, F Chao, L Yang, CM Lin, C Shang - Neurocomputing, 2020 - Elsevier
As a combination of robotic motion planning and Chinese calligraphy culture, robotic
calligraphy plays a significant role in the inheritance and education of Chinese calligraphy …

GANCCRobot: Generative adversarial nets based chinese calligraphy robot

R Wu, C Zhou, F Chao, L Yang, CM Lin, C Shang - Information Sciences, 2020 - Elsevier
Robotic calligraphy, as a typical application of robot movement planning, is of great
significance for the inheritance and education of calligraphy culture. The existing …

Ccd-bsmg: Composite-curve-dilation-based brush stroke model generator for robotic chinese calligraphy

D Guo, L Ye, G Yan - IEEE Access, 2023 - ieeexplore.ieee.org
Brush stroke training models for Chinese brush play an important role in robotic Chinese
calligraphy as the basis of stroke generation. How to combine the end-to-end method and …

A chinese calligraphy-writing robotic system based on image-to-action translations and a hypothesis generation net

MJ Hsu, PC Yeh, YH Chien, CK Lu, WY Wang… - Ieee …, 2023 - ieeexplore.ieee.org
This paper attempts to use a delta robot's structure and reliable coordinates to develop a self-
learning Chinese calligraphy-writing system that requires precise control. Ideally, to achieve …

A generative model of calligraphy based on image and human motion

R Kobayashi, S Katsura - Precision Engineering, 2022 - Elsevier
The use of robots is being widely considered to ensure the inheritance of calligraphy, which
is a cultural art peculiar to China and Japan. Many researchers have attempted to generate …

Fontrl: Chinese font synthesis via deep reinforcement learning

Y Liu, Z Lian - Proceedings of the AAAI Conference on Artificial …, 2021 - ojs.aaai.org
Automatic generation of Chinese fonts is a valuable but challenging task in areas of AI and
Computer Graphics, mainly due to the huge amount of Chinese characters and their …

Robot calligraphy based on footprint model and brush trajectory extraction

G Yan, D Guo, H Min - International conference on cognitive systems and …, 2022 - Springer
In this paper, a method based on footprint model and brush trajectory extraction is proposed
to make robots write calligraphy. As the footprint model is important for robot calligraphy …

A hybrid control framework teaching robot to write chinese characters: From image to handwriting

Y Yang, W Chen, L Zhou, B Zheng… - 2021 IEEE 17th …, 2021 - ieeexplore.ieee.org
Teaching a robot to learn calligraphy writing has been an interesting and challenging topic
for robot learning. Ideally, to achieve human-like behavior, a robot can imitate any character …