Attacking image classification based on bag-of-visual-words

Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, WIFS 2013

Volumn , Issue , 2013, Pages 103-108

  Melloni, A ^a   Bestagini, P ^a   Costanzo, A ^b,c   Barni, M ^b,c   Tagliasacchi, M ^a   Tubaro, S ^a  

^a POLITECNICO DI MILANO   (Italy)

^b UNIVERSITY OF SIENA   (Italy)

^c CNIT   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84894173781     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIFS.2013.6707802     Document Type: Conference Paper

References (18)

1. J. Sivic and A. Zisserman, "Video google: a text retrieval approach to object matching in videos", in 2003 9th IEEE International Conference on Computer Vision (ICCV), 2003, pp. 1470-1477 vol. 2.
2. D. G. Lowe, "Distinctive image features from scale-invariant keypoints", International Journal of Computer Vision, vol. 60, pp. 91-110, 2004.
3. H. Bay, A. Ess, T. Tuytelaars, and L. Van Gool, "Speeded-up robust features (surf)", Computer Vision and Image Understanding, vol. 110, pp. 346-359, 2008.
4. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection", in International Conference on Computer Vision & Pattern Recognition, 2005.
5. L. Lingqiao, W. Lei, and L. Xinwang, "In defense of soft-assignment coding", in Computer Vision (ICCV), 2011 IEEE International Conference on, 2011.
6. L. Lingqiao and W. Lei, "What has my classifier learned? visualizing the classification rules of bag-of-feature model by support region detection", in Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, 2012.
7. R. Caldelli, I. Amerini, L. Balian, G. Serra, M. Barni, and A. Costanzo, "On the effectiveness of local warping against sift-based copy-move detection", in Communications Control and Signal Processing (ISCCSP), 2012 5th International Symposium on, 2012.
8. I. Amerini, M. Barni, R. Cal delli, and A. Costanzo, "Counter- forensics of SIFT-based copy-move detection by means of keypoint classification", EURASIP Journal on Image and Video Processing, vol. 2013, no. 1, p. 18, 2013.
9. I. Amerini, L. Balian, R. Caldelli, A. Del Bimbo, and G. Serra, "A SIFT-based forensic method for copy-move attack detection and transformation recovery", IEEE Trans. on Information Forensics and Sec, vol. 6, pp. 1099-1110, 2011.
10. T.-T. Do, E. Kijak, T. Furon, and L. Amsaleg, "Deluding image recognition in SIFT-based CBIR systems", in Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, ser. MiFor'10. New York, NY, USA: ACM, 2010, pp. 7-12.
11. A. Piva, "An overview on image forensics", ISRN Signal Processing, vol. 2013, p. 22, 2013.
12. L. Yizhi, L. Shouxun, T. Sheng, and Z. Yongdong, "Adult image detection combining bovw based on region of interest and color moments", in Intelligent Information Processing V. Springer Berlin Heidelberg, 2010.
13. W. Jinjun, Y. Jianchao, Y. and Kai, L. Fengjun, T. Huang, and G. Yihong, "Locality-constrained linear coding for image classification", in 2010 IEEE Conference on Computer Vision and Pattern Recognition, 2010.
14. Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity", Image Processing, IEEE Transactions on, vol. 13, no. 4, pp. 600-612, 2004.
15. M. Burger, L. He, and C. Schonlieb, "Cahn-Hilliard inpainting and a generalization for grayvalue images", SIAM Journal on Imaging Sciences, vol. 2, pp. 1129-1167, 2009.
16. S. Lazebnik, C. Schmid, and J. Ponce, "Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories", in 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2006.
17. C.-c. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines", ACM Transactions on Intelligent Systems and Technology, vol. 2, pp. 27:1-27:27, 2011.
18. A. Vedaldi and B. Fulkerson, "VLFeat: an open and portable library of computer vision algorithms", in Proceedings of the international conference on Multimedia. ACM, 2010, pp. 1469-1472.