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Research on Character's Consistency in AI-Generated PaintingsResearch on Character's Consistency in AI-Generated Paintings

Other Titles
Research on Character's Consistency in AI-Generated Paintings
Authors
왕성호정진헌
Issue Date
Aug-2024
Publisher
한국인터넷방송통신학회
Keywords
Artificial Intelligence; Stable Diffusion; AI Painting; Character Consistency
Citation
The International Journal of Internet, Broadcasting and Communication, v.16, no.3, pp 199 - 204
Pages
6
Indexed
KCI
Journal Title
The International Journal of Internet, Broadcasting and Communication
Volume
16
Number
3
Start Page
199
End Page
204
URI
https://scholarworks.dongguk.edu/handle/sw.dongguk/23060
DOI
10.7236/IJIBC.2024.16.3.199
ISSN
2288-4920
2288-4939
Abstract
This study aims to explore the issue of character consistency in AI-generated artwork. First, the concept of character consistency is explained, including the consistency of appearance, actions, and lighting, and its importance in continuous creation and storytelling is analyzed. Next, the study examines current mainstream AI drawing tools such as MidJourney and Stable Diffusion-based WebUI and ComfyUI, evaluating their strengths and limitations in maintaining character consistency. Finally, methods to improve AI drawing technology were proposed to enhance character consistency, aiming to achieve a higher level of consistency in AI art creation.
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