Image Translation Based on Picture Ink Painting Conversion

Zixuan Guo

2022

Abstract

With the continuous improvement of people's aesthetic level, people's requirements for the aesthetic quality of pictures are also increasing. It leads to the emergence of image style transfer technology, which meets people's requirements for the diversification of image style. At the same time, in the combination of art and technology, the vacancy of image translation in the expression of traditional Oriental art needs to be filled. Therefore, based on CycleGAN, this paper proposes an image style conversion network that can convert ordinary pictures into pictures with ink style, aiming at image translation between photos and ink paintings. The feasibility of the proposed transformation network is verified by experiments on the data set and the evaluation model. The experiment converted the photos into ink-and-wash paintings, and the resulting ink style image has clear stripes and high image quality.

Paper Citation

in Harvard Style

Guo Z. (2022). Image Translation Based on Picture Ink Painting Conversion. In Proceedings of the 1st International Conference on Public Management, Digital Economy and Internet Technology - Volume 1: ICPDI; ISBN 978-989-758-620-0, SciTePress, pages 807-812. DOI: 10.5220/0011768100003607

in Bibtex Style

@conference{icpdi22,
author={Zixuan Guo},
title={Image Translation Based on Picture Ink Painting Conversion},
booktitle={Proceedings of the 1st International Conference on Public Management, Digital Economy and Internet Technology - Volume 1: ICPDI},
year={2022},
pages={807-812},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011768100003607},
isbn={978-989-758-620-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Public Management, Digital Economy and Internet Technology - Volume 1: ICPDI
TI - Image Translation Based on Picture Ink Painting Conversion
SN - 978-989-758-620-0
AU - Guo Z.
PY - 2022
SP - 807
EP - 812
DO - 10.5220/0011768100003607
PB - SciTePress