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논문 리스트

2024
HAIC를 통한 창의적 패션 이미지 생성을 위한 AI 탐구 Exploring AI for Creative Fashion Image Generation through HAIC
한국복식학회
이미숙 외 1명
논문정보
Publisher
복식
Issue Date
2024-02-29
Keywords
-
Citation
-
Source
-
Journal Title
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Volume
74
Number
1
Start Page
61
End Page
87
DOI
https://doi.org/10.7233/jksc.2024.74.1.061
ISSN
12296880
Abstract
This study attempted Human-AI Co-Creation (HAIC) for fashion image generation to investigate whether AI could provide support and inspiration regarding creative fashion design to human fashion designers, serving as a collaborative partner. As such, the generated fashion images were analyzed and the characteristics of the AI agents were examined, while the research employed both literature review and empirical study methods. The literature review focused on creativity concepts and evaluation tools, HAIC in fashion design, and text-to-image AI, emphasizing relevant literature and previous studies. In the empirical study, an analysis was conducted on the characteristics of the fashion images generated by AI agents and curated by human designers, examining both the resulting fashions and the AI characteristics. The analysis revealed that fashion images generated through HAIC exhibited diverse aesthetics depending on the AI agent, containing unpredictable elements despite using the same prompt. In addition, creativity varied depending on the prompt, but overall elaboration, novelty, and aesthetics were found to be excellent. The options provided by AI agents facilitated fast and fluent modifications and transformations of fashion designs, enabling the curation of human fashion designe...

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이름 소속
이미숙 의류학과