Physiologically-based detection of computer generated faces in video

作者: V. Conotter , E. Bodnari , G. Boato , H. Farid

DOI: 10.1109/ICIP.2014.7025049

关键词:

摘要: We describe a new forensic technique for distinguishing between computer generated and human faces in video. This technique identifies tiny fluctuations in the appearance of a face that result from changes in blood flow. Because these changes result from the human pulse, they are unlikely to be found in computer generated imagery. We use the absence or presence of this physiological signal to distinguish computer generated from human faces.

参考文章(13)
Francesco G.B. De Natale, Duc-Tien Dang-Nguyen, Giulia Boato, Discrimination between computer generated and natural human faces based on asymmetry information european signal processing conference. pp. 1234- 1238 ,(2012)
Hao-Yu Wu, Michael Rubinstein, Eugene Shih, John Guttag, Frédo Durand, William Freeman, Eulerian video magnification for revealing subtle changes in the world international conference on computer graphics and interactive techniques. ,vol. 31, pp. 65- ,(2012) , 10.1145/2185520.2185561
Richard Hartley, Andrew Zisserman, Multiple view geometry in computer vision ,(2000)
Sintayehu Dehnie, Taha Sencar, Nasir Memon, Digital Image Forensics for Identifying Computer Generated and Digital Camera Images international conference on image processing. pp. 2313- 2316 ,(2006) , 10.1109/ICIP.2006.312849
Tian-Tsong Ng, Shih-Fu Chang, Jessie Hsu, Lexing Xie, Mao-Pei Tsui, Physics-motivated features for distinguishing photographic images and computer graphics Proceedings of the 13th annual ACM international conference on Multimedia - MULTIMEDIA '05. pp. 239- 248 ,(2005) , 10.1145/1101149.1101192
A. E. Dirik, S. Bayram, H. T. Sencar, N. Memon, New Features to Identify Computer Generated Images international conference on image processing. ,vol. 4, pp. 433- 436 ,(2007) , 10.1109/ICIP.2007.4380047
S. Lyu, H. Farid, How realistic is photorealistic IEEE Transactions on Signal Processing. ,vol. 53, pp. 845- 850 ,(2005) , 10.1109/TSP.2004.839896(410)
Andrew C. Gallagher, Tsuhan Chen, Image authentication by detecting traces of demosaicing computer vision and pattern recognition. pp. 1- 8 ,(2008) , 10.1109/CVPRW.2008.4562984
Nitin Khanna, George T. -C. Chiu, Jan P. Allebach, Edward J. Delp, Forensic techniques for classifying scanner, computer generated and digital camera images international conference on acoustics, speech, and signal processing. pp. 1653- 1656 ,(2008) , 10.1109/ICASSP.2008.4517944
David G. Lowe, Distinctive Image Features from Scale-Invariant Keypoints International Journal of Computer Vision. ,vol. 60, pp. 91- 110 ,(2004) , 10.1023/B:VISI.0000029664.99615.94