Title :
A novel approach to detecting adult images
Author :
Yang, Jinfeng ; Fu, Zhouyu ; Tan, Tieniu ; Hu, Weiming
Author_Institution :
Inst. of Autom., Chinese Acad. of Sci., Beijing, China
Abstract :
This work presents a novel approach to recognizing adult images. To effectively detect the ROIs (region of interest) with plentiful skin information, we structure an image with regions and points. Then based on the ROIs, we obtain some reliable features for image classification. Experimental results show that our algorithm performs well in detecting objectionable images.
Keywords :
feature extraction; image classification; image colour analysis; adult image detection; adult image recognition; image classification; region of interest; Feature extraction; Histograms; Humans; Image color analysis; Image recognition; Information filtering; Information filters; Laboratories; Skin; Web pages;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333806
