Title :
Image processing techniques to detect and filter objectionable images based on skin tone and shape recognition
Author :
Drimbarean, Alexandru F. ; Corcoran, Peter M. ; Cuic, Mihai ; Buzuloiu, Vasile
Author_Institution :
FotoNat. Ireland Ltd, Galway, Ireland
Abstract :
In this paper we describe image-processing techniques to detect and categorize potentially objectionable images based solely on the image content. The techniques include a novel method of matching skin tones based on a fuzzy classification scheme and shape recognition techniques to match faces and other elements of the human anatomy. In particular the color matching technique is significantly more accurate than existing methods documented in literature. These techniques offer a means of filtering images, based solely on graphical content, for a new generation of home Internet appliances
Keywords :
Internet; edge detection; image colour analysis; image matching; fuzzy classification scheme; graphical content; home Internet appliances; human anatomy; image content; image processing techniques; matching; objectionable images; shape recognition; skin tone; Face detection; Face recognition; Home appliances; Human anatomy; Image processing; Information filtering; Information filters; Internet; Shape; Skin;
Conference_Titel :
Consumer Electronics, 2001. ICCE. International Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
0-7803-6622-0
DOI :
10.1109/ICCE.2001.935309