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논문 기본 정보

자료유형
학술저널
저자정보
Yeonhwi You (Korea University of Technology and Education) Sungjung Yong (Korea University of Technology and Education) Hyogyeong Park (Korea University of Technology and Education) Seoyoung Lee (Korea University of Technology and Education) Il-Young Moon (Korea University of Technology and Education)
저널정보
한국정보통신학회JICCE Journal of information and communication convergence engineering Journal of information and communication convergence engineering Vol.21 No.4
발행연도
2023.12
수록면
287 - 293 (7page)

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초록· 키워드

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With the rapid development of domestic and international over-the-top markets, a large amount of video content is being created. As the volume of video content increases, consumers tend to increasingly check data concerning the videos before watching them. To address this demand, video summaries in the form of plot descriptions, thumbnails, posters, and other formats are provided to consumers. This study proposes an approach that automatically generates posters to effectively convey video content while reducing the cost of video summarization. In the automatic generation of posters, face recognition and clustering are used to gather and classify character data, and keyframes from the video are extracted to learn the overall atmosphere of the video. This study used the facial data of the characters and keyframes as training data and employed technologies such as DreamBooth, a text-to-image generation model, to automatically generate video posters. This process significantly reduces the time and cost of video-poster production.

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Abstract
Ⅰ. INTRODUCTION
Ⅱ. RELATED RESEARCH
Ⅲ. SYSTEM MODEL AND METHODS
Ⅳ. RESULTS
Ⅴ. CONCLUSIONS AND FUTURE WORK
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