Shanshui-DaDA: An Interactive, Generative Approach to Chinese Shanshui Painting

Aven-Le Zhou; Qiufeng Wang; Cheng-Hung (Roger) Lo; Kaizhu Huang

Shanshui-DaDA: An Interactive, Generative Approach to Chinese Shanshui Painting

Aven-Le Zhou
, Qiufeng Wang
, Cheng-Hung (Roger) Lo
, Kaizhu Huang^*

^*Corresponding author for this work

Xi'an Jiaotong-Liverpool University

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

Abstract

“Shanshui” literally means “mountain and water”, is an East Asian traditional type of brush painting involves natural landscape. In this paper, we propose an interactive and generative system based on Generative Adversarial Network(GAN), which helps user draw "Shanshui" easily. We name this system and installation “ShanshuiDaDA”. “Shanshui-DaDA” is trained with “CycleGAN” and wrapped with a
web-based interface. When participants scribble lines and sketch the landscape, the “Shanshui-DaDA” will assist them to generate/create a Chinese "Shanshui" painting in real-time.

Original language	English
Title of host publication	The 32nd Annual Conference on Neural Information Processing Systems (NeurIPS) 2018
Subtitle of host publication	Machine Learning for Creativity and Design Workshop
Pages	1-4
Number of pages	4
Publication status	Published - 2018

Access to Document

https://nips2018creativity.github.io/doc/shanshui_dada.pdf

Machine Learning for Creativity and Design Workshop
Zhou, A.-L. (Participant)
8 Dec 2018
Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
The 32nd Annual Conference on Neural Information Processing Systems (NeurIPS) 2018
Zhou, A.-L. (Participant)
2 Dec 2018 → 8 Dec 2018
Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …

Cite this

@inproceedings{00b072ef3d304bfaab1ffb673ea9412a,

title = "Shanshui-DaDA: An Interactive, Generative Approach to Chinese Shanshui Painting",

abstract = "“Shanshui” literally means “mountain and water”, is an East Asian traditional type of brush painting involves natural landscape. In this paper, we propose an interactive and generative system based on Generative Adversarial Network(GAN), which helps user draw {"}Shanshui{"} easily. We name this system and installation “ShanshuiDaDA”. “Shanshui-DaDA” is trained with “CycleGAN” and wrapped with a web-based interface. When participants scribble lines and sketch the landscape, the “Shanshui-DaDA” will assist them to generate/create a Chinese {"}Shanshui{"} painting in real-time.",

author = "Aven-Le Zhou and Qiufeng Wang and Lo, \{Cheng-Hung (Roger)\} and Kaizhu Huang",

year = "2018",

language = "English",

pages = "1--4",

booktitle = "The 32nd Annual Conference on Neural Information Processing Systems (NeurIPS) 2018",

}

Shanshui-DaDA: An Interactive, Generative Approach to Chinese Shanshui Painting. / Zhou, Aven-Le; Wang, Qiufeng; Lo, Cheng-Hung (Roger) et al.
The 32nd Annual Conference on Neural Information Processing Systems (NeurIPS) 2018: Machine Learning for Creativity and Design Workshop. 2018. p. 1-4.

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - Shanshui-DaDA

T2 - An Interactive, Generative Approach to Chinese Shanshui Painting

AU - Zhou, Aven-Le

AU - Wang, Qiufeng

AU - Lo, Cheng-Hung (Roger)

AU - Huang, Kaizhu

PY - 2018

Y1 - 2018

N2 - “Shanshui” literally means “mountain and water”, is an East Asian traditional type of brush painting involves natural landscape. In this paper, we propose an interactive and generative system based on Generative Adversarial Network(GAN), which helps user draw "Shanshui" easily. We name this system and installation “ShanshuiDaDA”. “Shanshui-DaDA” is trained with “CycleGAN” and wrapped with a web-based interface. When participants scribble lines and sketch the landscape, the “Shanshui-DaDA” will assist them to generate/create a Chinese "Shanshui" painting in real-time.

AB - “Shanshui” literally means “mountain and water”, is an East Asian traditional type of brush painting involves natural landscape. In this paper, we propose an interactive and generative system based on Generative Adversarial Network(GAN), which helps user draw "Shanshui" easily. We name this system and installation “ShanshuiDaDA”. “Shanshui-DaDA” is trained with “CycleGAN” and wrapped with a web-based interface. When participants scribble lines and sketch the landscape, the “Shanshui-DaDA” will assist them to generate/create a Chinese "Shanshui" painting in real-time.

M3 - Conference Proceeding

SP - 1

EP - 4

BT - The 32nd Annual Conference on Neural Information Processing Systems (NeurIPS) 2018

ER -

Shanshui-DaDA: An Interactive, Generative Approach to Chinese Shanshui Painting

Abstract

Access to Document

Activities

Machine Learning for Creativity and Design Workshop

The 32nd Annual Conference on Neural Information Processing Systems (NeurIPS) 2018

Cite this