Title
An adult image identification system employing image retrieval technique
Abstract
As the development of the Internet, children are easily exposed on the pornography through web browsers. To block adult images, content-based image retrieval technique is employed for adult image identification. First, the background is removed to obtain the rectangular region of interesting based on the detection of skin-like pixels. For each input image, the MPEG-7's color, texture, and the proposed shape feature is used to retrieve 100 most similar images from the image database which contains both adult and non-adult images. If the retrieved images contains more than T"a"d adult images, the input one is identified as an adult image. Otherwise, it is identified as a non-adult image. Experiment results have shown the effectiveness of the proposed method.
Year
DOI
Venue
2007
10.1016/j.patrec.2007.08.002
Pattern Recognition Letters
Keywords
Field
DocType
similar image,adult image identification,input image,proposed shape feature,edge histogram descriptor,non-adult image,content-based image retrieval technique,experiment result,adult image identification system,image database,scalable color descriptor,adult image,region of interest,image retrieval
Computer vision,Automatic image annotation,Feature detection (computer vision),Pattern recognition,Image texture,Image processing,Image retrieval,Digital image,Artificial intelligence,Mathematics,Standard test image,Visual Word
Journal
Volume
Issue
ISSN
28
16
Pattern Recognition Letters
Citations 
PageRank 
References 
30
1.56
13
Authors
3
Name
Order
Citations
PageRank
Jau-Ling Shih121711.64
Chang-Hsing Lee243931.86
Chang-Shen Yang3301.56