Advanced search
Publication Cover
The Imaging Science Journal Volume 62, 2014 - Issue 7
Submit an article Journal homepage
35
Views
0
CrossRef citations to date
0
Altmetric
Research papers

Statistically optimised method for detecting adult image groups

H-M. SunDepartment of Information ManagementKainan University, No. 1 Kainan Road, Luchu, Taoyuan County33857, TaiwanCorrespondence[email protected]
,
J-H. YangDepartment of Information and Electronic CommerceKainan University, No. 1 Kainan Road, Luchu, Taoyuan County, 33857, Taiwan
&
K-M. HungDepartment of Information ManagementKainan University, No. 1 Kainan Road, Luchu, Taoyuan County33857, Taiwan
Pages 375-386 | Received 08 Jun 2012, Accepted 13 Jun 2014, Published online: 27 Jun 2014

References

  • Forsyth DA and Fleck MM. Automatic detection of human nudes. Int. J. Comput. Vis., 1999, 32, 63–77.
  • Yang J, Fu Z, Tan T and Hu W. A novel approach to detecting adult images, Proc. Int. Conf. on Pattern recognition: ICPR’04, Cambridge, UK, August 2004, IEEE, pp. 479–482.
  • Jones MJ and Rehg JM. Statistical color models with application to skin detection. Int. J. Comput. Vis., 2002, 46, 81–96.
  • Bosson A, Cawley GC, Chan Y and Harvey R. Non-retrieval: blocking pornographic images, Proc. Int. Conf. on Challenge of image and video retrieval: CIVR’02, London, UK, July 2002, IEEE, pp. 50–60.
  • Lee JS, Kuo YM, Chung PC and Chen EL. Naked image detection based on adaptive and extensible skin color model. Pattern Recogn., 2007, 40, 2261–2270.
  • Zheng Q.-F, Zeng W, Wen G and Wang W.-Q. Shape-based adult image detection, Proc. Int. Conf. on Image and graphics, Hong Kong, China, December 2004, IEEE, pp. 150–153.
  • Shih J.-L, Lee C.-H and Yang C.-S. An adult image identification system employing image retrieval technique. Pattern Recogn. Lett., 2007, 28, 2367–2374.
  • Wang JZ, Wiederhold G and Firschein O. System for screening objectionable images using Daubechies’ wavelets and color histograms, Proc. Int. Workshop on Interactive distributed multimedia systems and telecommunication services: IDMS ’97, Darmstadt, Germany, September 1997, Springer, pp. 20–30.
  • Zheng H, Daoudi M and Jedynak B. Blocking adult images based on statistical skin detection. Electron. Lett. Comput. Vis. Image Anal., 2004, 4, 1–14.
  • Kim W, Lee H.-K, Park J and Yoon K. Multi class adult image classification using neural networks, Proc. Canadian Conf. on Artificial Intelligence, Victoria, Canada, May 2005, Canadian Society for Computational Studies of Intelligence, pp. 222–226.
  • Baba T and Chen T. Object-driven image group annotation, Proc. Int. Conf. on Image processing: ICIP’10, Hong Kong, China, September 2010, IEEE, pp. 2641–2644.
  • Koskela M and Laaksonen J. Semantic annotation of image groups with self-organizing maps. Lect. Notes Comput. Sci., 2005, 3568, 518–527.
  • Fawcett T. An introduction to ROC analysis. Pattern Recogn. Lett., 2006, 27, 861–874.
  • Arentz WA and Olstad B. Classifying offensive sites based on image content. Comput. Vis. Image Understand., 2004, 94, 295–310.
  • Hu W, Wu O, Chen Z, Fu Z and S. Maybank S. Recognition of pornographic web pages by classifying texts and images. IEEE Trans. PAMI, 2007, 29, 1019–1034.
  • Ross SM. Introduction to Probability Models, 2006, 9th edition (Academic Press, New York).
  • Sun HM. Skin detection for single images using dynamic skin color modeling. Pattern Recogn., 2010, 43, 1413–1420.
  • Di Stefano L and Bulgarelli A. A simple and efficient connected components labeling algorithm, Proc. Int. Conf. on Image analysis and processing: ICIAP’99, Venice, Italy, September 1999, IEEE, pp. 322–327.
  • Viola P and Jones MJ. Robust real-time face detection. Int. J. Comput. Vis., 2004, 57, 137–154.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.