@inproceedings{
wang2024promptposter,
title={Prompt2Poster: Automatically Artistic Chinese Poster Creation from Prompt Only},
author={Shaodong Wang and Yunyang Ge and Liuhan Chen and Haiyang Zhou and Qian Wang and Xinhua Cheng and Li Yuan},
booktitle={ACM Multimedia 2024},
year={2024},
url={https://openreview.net/forum?id=BQbfGk3JPY}
}
As a critical component in graphic design, artistic posters are widely applied in the advertising and entertainment industry, thus the automatic poster creation from user-provided prompts has become increasingly desired recently. Although existing Text2Image methods create impressive images aligned with given prompts, they fail to generate ideal artistic posters, especially posters with Chinese texts. To create desired artistic Chinese posters including an aligned background, reasonable layouts, and stylized graphical texts from given prompts only, we propose an automatic poster creation framework, named Prompt2Poster. Our framework first utilizes the capacity of the powerful Large Language Model (LLM) to extract user intention from provided prompts and generate the aligned background. For the harmonious layout and graphical text generation, we propose Controllable Layout Generator (CLG) and Graphical Text Generator (GTG) modules that both leverage sufficient multi-modal information, leading to accurate and pleasurable visual results. Comprehensive experiments demonstrate that our Prompt2Poster achieves superior performance especially on text quality and visual harmony than existing poster creation methods. Our codes will be released after the paper review. Our codes will be released after the paper review.
Prompt2Poster: Automatically Artistic Chinese Poster Creation from Prompt Only
Shaodong Wang Yunyang Ge Liuhan Chen Haiyang Zhou Qian Wang Xinhua Cheng Li Yuan