An effective method on pornographic images realtime recognition

Baosong Wang; Xueqiang Lv; Tao Wang; Chengrui Wang

doi:10.1117/12.2006020

14 March 2013 An effective method on pornographic images realtime recognition

Baosong Wang, Xueqiang Lv, Tao Wang, Chengrui Wang

Proceedings Volume 8768, International Conference on Graphic and Image Processing (ICGIP 2012); 876862 (2013) https://doi.org/10.1117/12.2006020
Event: 2012 International Conference on Graphic and Image Processing, 2012, Singapore, Singapore

Abstract

In this paper, skin detection, texture filtering and face detection are used to extract feature on an image library, training them with the decision tree arithmetic to create some rules as a decision tree classifier to distinguish an unknown image. Experiment based on more than twenty thousand images, the precision rate can get 76.21% when testing on 13025 pornographic images and elapsed time is less than 0.2s. This experiment shows it has a good popularity. Among the steps mentioned above, proposing a new skin detection model which called irregular polygon region skin detection model based on YCbCr color space. This skin detection model can lower the false detection rate on skin detection. A new method called sequence region labeling on binary connected area can calculate features on connected area, it is faster and needs less memory than other recursive methods.

Citation Download Citation

Baosong Wang, Xueqiang Lv, Tao Wang, and Chengrui Wang "An effective method on pornographic images realtime recognition", Proc. SPIE 8768, International Conference on Graphic and Image Processing (ICGIP 2012), 876862 (14 March 2013); https://doi.org/10.1117/12.2006020

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
5 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Skin

RGB color model

Facial recognition systems

Chromium

Binary data

Feature extraction

Image filtering

Show All Keywords

Keywords/Phrases

Search In:

Publication Years