Characterizing objectionable image content (pornography and nude images) of specific web segments: Chile as a case study

Proceedings - Third Latin American Web Congress, LA-WEB 2005

Volumn 2005, Issue , 2005, Pages 10-19

  Ruiz del Solar, J ^a   Castaneda V ^a   Verschae, R ^a   Baeza Yates, R ^a   Ortiz, F ^a  

^a UNIVERSITY OF CHILE   (Chile)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; FEATURE EXTRACTION; IMAGE ANALYSIS; STATISTICAL METHODS; WEBSITES;

IMAGE CONTENT; IMAGE FILTERING SYSTEMS; PORNOGRAPHY; STATISTICAL CLASSIFIERS;

IMAGING SYSTEMS;

EID: 33847058498     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/LAWEB.2005.11     Document Type: Conference Paper

References (25)

1. A. Jaimes, J. Ruiz-del-Solar, R. Verschae, D. Yaksic, R. Baeza-Yates, E. Davis, C. Castillo, "On the Image Content of
2. the Web in Chile", Proc. of the First Latin American Web Congress, 72-83, Nov. 10-12, 2003, Santiago, Chile.
3. A. Jaimes, J. Ruiz-del-Solar, R. Verschae, R. Baeza-Yates, C. Castillo, D. Yaksic, E. Davis, "On the image content of a Web Segment: Chile as a case study", Journal of Web Engineering, Vol. 3, No.2 (2004) 153-168, Rinton Press.
4. R. Baeza-Yates, and C. Castillo, "Balancing collection volume, quality and freshness in a web crawler", in A. Abraham. J. Ruiz-del-Solar, M. Köppen (Eds.), Soft-Computing Systems: Design, Management and Applications, Frontiers in Artificial Intelligence and Applications 87, IOS Press, pp. 565-572, 2002.
5. M.J. Jones, and J.M. Rehg, "Statistical color models with application to skin detection", Int. Journal of Computer Vision 46(1): 81-96, 2002.
6. R. Schettini, C. Brambilla, C. Cusanoa, G. Ciocca, "On the detection of pornographic digital images", Visual Communications and Image Processing 2003. Edited by Ebrahimi, Touradj; Sikora, Thomas. Proceedings of the SPIE, Volume 5150, pp. 2105-2113 (2003).
7. W. Zeng, W. Gao, T. Zhang and Y. Liu, "Image Guarder: An Intelligent Detector For Adult Images", Asian Conference on Computer Vision - ACCV 2004, Jeju Island, Korea, Jan.27-30,2004, pp. 198-20.
8. A. Bosson, G. C. Cawley, Y. Chan, R. Harvey, "Nonretrieval: Blocking Pornographic Images", Int. Conf. on Image and Video Retrieval, Lecture Notes in Computer Science, vol. 2383, 50-60, Springer (2002).
9. K.M. Liang, S.D. Scott, M. Waqas, "Detecting pornographic images", Asian Conference on Computer Vision - ACCV 2004, Jeju Island, Korea, 27-30 January 2004, pp. 497-502.
10. W. A. Arentz and B. Olstad, "Classifying offensive sites based on image content", Computer Vision and Image Understanding 94, 2004, 295-310.
11. D. Forsyth, and M. Fleck, '"Automatic Detection of Human Nudes," International Journal of Computer Vision 32 , 1, 63-77, August, 1999.
12. Y. Chan, R. Harvey and D. Smith, "Building Systems to Block Pornography", Challenge of Image Retrieval, BCS Electronic Workshops in Computing series (1999) 34-40.
13. J. Wang, J. Li, G. Wiederhold, O. Firschein, "System for screening objectionable images using daubechies' wavelets and color histograms", 4th Int. Workshop on Interactive Distributed Multimedia Systems and Telecommunication Services, 20-30, 1997.
14. J. Wang, J. Li, G. Wiederhold, O. Firschein, "System for screening objectionable images", Computer Communications, Vol.21, No. 15, pp. 1355-1360, Elsevier, 1998.
15. M. Fleck, D. Forsyth, C. Bregler, "Finding Naked People", 4th European Conference on Computer Vision - ECCV 96, Lecture Notes in Computer Science, vol. 1065, 593-602, 1996.
16. How Much Informarion? 2003 Project Web site. Berkely Univserity. Available on 26 Nov. 2004 http://www.sims.berkeley.edu/research/projects/how- muchinfo-2003/internet.htm
17. T. Hastie, R. Tibshirani, "Classification by pairwise coupling", The Annals of Statistics 1998, Vol. 26, No. 2, 451-471
18. I.H. Witten and E. Frank, "Data Mining; Practical machine learning tools with Java implementations," Morgan Kaufmann, San Francisco, 2000.
19. J. Ruiz-del-Solar and R. Verschae, "Skin Detection using Neighborhood Information", 6th Int. Conf. on Face and Gesture Recognition - FG 2004, 463-468, Seoul, Korea, May 2004.
20. C. Cortes and V. Vapnik, "Support Vector Networks", Machine Learning, 20, pp. 273-297, 1995.
21. TodoCL Search Engine (http://www.todocl.cl/), 2000-2005.
22. P. Viola and M. Jones, "Fast and robust classification using asymmetric adaboost and a detector cascade", Advances in Neural Information Processing System 14. MIT Press, 2002.
23. B. Wu, H. AI, C. Huang, and S. Lao, "Fast rotation invariant multi-view face detection based on real Adaboost", 6th Int. Conf. on Face and Gesture Recognition - FG 2004, 79-84, Seoul, Korea, May 2004.
24. B. Fröba and A. Ernst, "Face detection with the modified census transform", 6th Int. Conf. on Face and Gesture Recognition - FG 2004, 91-96, Seoul, Korea, May 2004.
25. R. Verschae, J. Ruiz-del-Solar, M. Köppen, R.V. Gracia, "Improvement of a Face Detection System by Evolutionary Multi-Objective Optimization", 5th Int. Conf. on Hybrid Intelligent Systems - HIS 2005, Nov. 6-9, 2005, Rio de Janeiro, Brazil (in press).