Title :
Pornographic Images Detection Based on CBIR and Skin Analysis
Author :
Liu, Bei-Bei ; Su, Jing-yang ; Lu, Zhe-Ming ; Li, Zhen
Author_Institution :
Sch. of Inf. Sci. & Technol., Sun Yat-sen Univ., Guangzhou
Abstract :
A novel two-stage scheme of pornographic image detection is proposed in this paper. Specifically, we first apply the content-based image retrieval technique to find out whether human are present in the images. Then a detailed skin color analysis is performed to affirm the presence of pornographic content in the images. Experimental results show that the proposed algorithm performs well and fast in detecting pornographic images.
Keywords :
content-based retrieval; image colour analysis; image retrieval; object detection; skin; CBIR; content-based image retrieval technique; pornographic images detection; skin color analysis; Content based retrieval; Humans; Image analysis; Image color analysis; Image databases; Image retrieval; Internet; Skin; Spatial databases; Web pages; Content-based image retrieval; Pornographic image detection;
Conference_Titel :
Semantics, Knowledge and Grid, 2008. SKG '08. Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3401-5
Electronic_ISBN :
978-0-7695-3401-5
DOI :
10.1109/SKG.2008.48
