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AI 생성 영화의 장르 적합성에 관한 연구 - <마네킹>과 <프로스트>를 중심으로

A Study on Genre Suitability of AI-Generated Films - Focusing on "The Mannequin" and "The Frost"

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초록

This study explores the genre suitability of AI-generated films by analyzing the applications of AI technology in fantasy, sci-fi, and horror genres. As AI rapidly transforms the film production process, this research examines its impact and limitations, focusing on genre-specific storytelling and visuals. Adopting a qualitative approach, the study combines literature review and case analysis of two AI-generated films: The Mannequin (fantasy-horror) and The Frost (sci-fi thriller). The findings reveal that AI excels in enhancing surreal visuals and non-linear narratives. For example, AI-generated imagery in The Mannequin amplifies horror aesthetics, while The Frost creates immersive futuristic environments. Additionally, AI showcases its potential to redefine creative boundaries by blending human imagination with machine-generated outputs. However, the study emphasizes the need to address ethical and legal challenges, particularly copyright concerns. It also highlights that AI should complement and expand human creativity rather than replace human creators. The significance of this study lies in expanding discourse on AI's role in film production and genre innovation. Future research should explore diverse AI tools and audience reception to understand the evolving relationship between AI and cinema.

Abstract

This study explores the genre suitability of AI-generated films by analyzing the applications of AI technology in fantasy, sci-fi, and horror genres. As AI rapidly transforms the film production process, this research examines its impact and limitations, focusing on genre-specific storytelling and visuals. Adopting a qualitative approach, the study combines literature review and case analysis of two AI-generated films: The Mannequin (fantasy-horror) and The Frost (sci-fi thriller). The findings reveal that AI excels in enhancing surreal visuals and non-linear narratives. For example, AI-generated imagery in The Mannequin amplifies horror aesthetics, while The Frost creates immersive futuristic environments. Additionally, AI showcases its potential to redefine creative boundaries by blending human imagination with machine-generated outputs. However, the study emphasizes the need to address ethical and legal challenges, particularly copyright concerns. It also highlights that AI should complement and expand human creativity rather than replace human creators. The significance of this study lies in expanding discourse on AI's role in film production and genre innovation. Future research should explore diverse AI tools and audience reception to understand the evolving relationship between AI and cinema.

참고문헌 (14)

  1. 정지윤, "인공지능을 활용한 AI 예술 창작도구 사례 연구", 트랜스-(trans-), 13, pp.117~140 (2022)
  2. 정성훈, "딥러닝 기반 단일 이미지 생성적 적대 신경망 기법 비교 분석", 방송공학회논문지, 27(3), pp.437~450 (2022)
  3. 배상중, "이미지 생성을 위해 노이즈를 이용한 GAN 시스템", 한국정보통신학회논문지, 24(6), pp.700~705 (2020)
  4. 박휴용, "생성성 AI 기반 이미지 변환 툴의 활용성과 한계성, 그리고 디자인 교육에의 함의", 컴퓨터교육학회논문지, 26(5), pp.155~170 (2023), 컴퓨터교육학회
  5. 차상육, "인공지능 창작물 관련 저작권 침해 쟁점", 경영법률, 32(4), pp.45~90 (2022)
  6. 오세정, "신화, 판타지, 팩션의 서사론과 가능세계", 한국문학이론과 비평, 47, pp.429~453 (2010)
  7. 김형석, "가상 인간 인플루언서에 대한 Uncanny Valley 현상에 관한 연구", 한국지식정보기술학회논문지, 17(4), pp.743~754
  8. 조해진, "한국영화산업 발전방안 연구 : 판타지영화의 제작과 활용을 중심으로", 박사, 문화콘텐츠학과, pp.2012
  9. 남유정, "시대 변화에 따른 SF영화의 발전 양상 및 한국 SF영화의 활성화 가능성연구", 석사, pp.2020
  10. "마네킹(The Mannequin)", ~ (2023)
  11. "프로스트 (The Frost)", ~ (2023)

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