Identifying computer graphics using HSV color model and statistical moments of characteristic functions

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

Volumn , Issue , 2007, Pages 1123-1126

  Chen, Wen ^a   Shi, Yun Q ^a   Xuan, Guorong ^b  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^b TONGJI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR; COLOR CODES; COMPUTER CRIME; IMAGING SYSTEMS; PHOTOGRAPHY;

CHARACTERISTIC FUNCTIONS; HSV COLOR MODELS; HSV COLOR SPACES; IMAGE FORGERY DETECTIONS; PHOTOGRAPHIC IMAGE; RGB COLOR MODEL; STATISTICAL MOMENTS; WAVELET SUBBANDS;

COLOR COMPUTER GRAPHICS;

EID: 46449135762     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icme.2007.4284852     Document Type: Conference Paper

References (12)

1. T. Ianeva, A. de Vries, and H. Rohrig "Detecting cartoons: a case study in automatic video-genre classification," in IEEE International Conference on Multimedia and Expro, 1, pp. 449-452, 2003.
2. S. Lyu and H. Farid, "How realistic is photorealistic?," IEEE Transactions on Signal Processing, 53, pp. 845-850, February 2005.
3. T.-T. Ng, S.-F. Chang, J. Hsu, L. Xie, and M.-P. Tsui, "Physics-motivated features for distinguishing photographic images and computer graphics," in ACM Multimedia, Singapore, November 2005.
4. A. Vailaya, A. K. Jain, H.-J Zhang, "On image classification: city vs. landscapes," Intl. J. Pattern Recognition, 31(1998), 1921-1936.
5. Florin Cutzu, Riad Hammoud, Alex Leykin, "Distinguishing paintings from photographs," Computer Vision and Image Understanding, 100(2005), 249-273.
6. Y. Q. Shi, G. Xuan, D. Zou, J. Gao, C. Yang, Z, Zhang, P. Chai, W. Wen and C. H. Chen, "Steganalysis based on moments of characrteristic functions using wavelet decomposition, prediction-error image and neural networks," IEEE ICME, July 2005.
7. Columbia University DVMM Research Lab: Columbia Photographic Images and Photorealistic Computer Graphics Dataset.
8. A. R. Smith, "Color gamut transform pairs," Comput. Graph. 12(3) (1978) 12-19.
9. nd Edition, MA: Addison-Wesley Publishing Company, 1994.
10. M. Weinberger, G. Seroussi, and G. Sapiro, "LOCO-I: A low complexity content-based lossless image compression algorithm," Proc. of IEEE Data Compression Conf. pp. 140-149, 1996.
11. Philip Greenspun's collection, http://philip.greenspun.com
12. C. -W. Hsu, C. -C Chang, and C. -J Lin, "A practical guide to support vector classification," July 2003.