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패치 기반 딥페이크 영상 검출에 관한 연구

License: MIT License

Python 100.00%
celeba-dataset cnn deep-learning fake-image-detection ffhq-dataset lsun-dataset patch-wise-training progan pytorch stylegan2 xception

a-study-on-patch-wise-deepfake-image-detection's Introduction

  • 👋 Hi, I’m Jeonghan Lee and my English name is Francis
  • 👀 Now I’m interested in GAN image forensics
  • 🌱 I’m currently learning DL with pytorch
  • 💞️ I’m looking to collaborate on ...
  • 📫 How to reach me [email protected]
  • 🏆 I wrote below
    • 학술대회 논문 3편

      • 이정한, 박한훈, "패치 기반 딥페이크 영상 검출에 관한 연구," 한국통신학회 동계종합학술발표회 논문집, 강원, 2022년 2월
      • 이정한, 박한훈, "위조 영상 식별을 위한 Xception 모델의 일반화 성능 분석," 한국융합신호처리학회 추계학술대회 논문집, pp. 31-33, 제주, 2021년 12월
      • 이정한, 박한훈, "색상 차이와 신경망을 이용한 위조 이미지 검출," 대한임베디드공학회 ICT대학생논문경진대회 논문집, pp. 76-79, 온라인, 2021년 6월
    • 국내저널 논문 1편

      • 이정한, 박한훈, "일반화 능력이 향상된 CNN 기반 위조 영상 식별," 한국멀티미디어학회논문지 (ISSN: 1229-7771), 제24권, 12호, pp. 1624-1631, 2021년 12월

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