Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)

The Institute of Electronics and Information Engineers (대한전자공학회)
권호 표지

Classification of Pornography Images Using Adaptive Skin Detection

적응적 피부색 검출을 이용한 포르노그래피 영상 분류 방법

  • Yoon, Jong-Won (Department of Computer Science and Engineering, Hanyang University) ;
  • Park, Chan-Woo (Department of Computer Science and Engineering, Hanyang University) ;
  • Moon, Young-Shik (Department of Computer Science and Engineering, Hanyang University)
  • 윤종원 (한양대학교 컴퓨터공학과) ;
  • 박찬우 (한양대학교 컴퓨터공학과) ;
  • 문영식 (한양대학교 컴퓨터공학과)
  • Published : 2008.06.18
Download PDF
⟨ Previous Next ⟩

Abstract

In this paper, we present a novel method for classifying pornography images using adaptive skin detection. From an input image, we detect initial skin regions and construct an adaptive skin probability density model using color information for the detected skin regions. From the skin probability density model, we extract feature vectors and train the images using Support Vector Machine to classify pornography images.

Keywords