Acknowledgement
This research was supported by the Daegu University Research Grant, 2018.
References
- S. Sharma, S. Bawa, and H. Lomash, "Proliferation of social computing: cultural computing paradigm," International Journal of Computer Applications, vol. 137, no. 9, pp. 27-30, 2016.
- Statista, "Daily time spent on social networking by internet users worldwide from 2012 to 2022," 2022 [Online]. Available: https://www.statista.com/statistics/433871/daily-social-media-usage-worldwide.
- Y. C. Lin, H. W. Tseng, and C. S. Fuh, "Pornography detection using support vector machine," in Proceedings of the 16th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP), Kinmen, China, 2003, pp. 123-130.
- A. Krizhevsky, I. Sutskever, and G. E. Hinton, "ImageNet classification with deep convolutional neural networks," Advances in Neural Information Processing Systems, vol. 25, pp. 1106-1114, 2012.
- M. M. Fleck, D. A. Forsyth, and C. Bregler, "Finding naked people," in Computer Vision - ECCV '96. Heidelberg, Germany: Springer, 1996, pp. 593-602.
- C. Y. Jeong, J. S. Kim, and K. S. Hong, "Appearance-based nude image detection," in Proceedings of the 17th International Conference on Pattern Recognition (ICPR), Cambridge, UK, 2004, pp. 467-470.
- Q. F. Zheng, W. Zeng, W. Q. Wang, and W. Gao, "Shape-based adult image detection," International Journal of Image and Graphics, vol. 6, no. 1, pp. 115-124, 2006. https://doi.org/10.1142/S0219467806002082
- H. A. Rowley, Y. Jing, and S. Baluja, "Large scale image-based adult-content filtering," in Proceedings of the First International Conference on Computer Vision Theory and Applications (VISAPP), 2006, pp. 290-296.
- T. Deselaers, L. Pimenidis, and H. Ney, "Bag-of-visual-words models for adult image classification and filtering," in Proceedings of 2008 19th International Conference on Pattern Recognition, Tampa, FL, 2008, pp. 1-4.
- S. Avila, N. Thome, M. Cord, E. Valle, and A. D. A. ArauJo, "Pooling in image representation: the visual codeword point of view," Computer Vision and Image Understanding, vol. 117, no. 5, pp. 453-465, 2013. https://doi.org/10.1016/j.cviu.2012.09.007
- C. Caetano, S. Avila, S. Guimaraes, and A. D. A. Araujo, "Pornography detection using BossaNova video descriptor," in Proceedings of 2014 22nd European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, 2014, pp. 1681-1685.
- K. Simonyan and A. Zisserman, "Very deep convolutional networks for large-scale image recognition," 2014 [Online]. Available: https://arxiv.org/abs/1409.1556.
- C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, et al., "Going deeper with convolutions," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Boston, MA, 2015, pp. 1-9.
- K. He, X. Zhang, S. Ren, and J. Sun, "Deep residual learning for image recognition," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Las Vegas, NV, 2016, pp. 770-778.
- F. Nian, T. Li, Y. Wang, M. Xu, and J. Wu, "Pornographic image detection utilizing deep convolutional neural networks," Neurocomputing, vol. 210, pp. 283-293, 2016. https://doi.org/10.1016/j.neucom.2015.09.135
- M. Abadi, P. Barham, J. Chen, Z. Chen, A. Davis, J. Dean, et al., "TensorFlow: a system for large-scale machine learning," in Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Savannah, GA, 2016, pp. 265-283.