Image recapture detection using multiple features

International Journal of Multimedia and Ubiquitous Engineering

Volumn 8, Issue 5, 2013, Pages 71-81

  Ke, Yongzhen ^a   Shan, Qingqing ^a   Qin, Fan ^b   Min, Weidong ^a  

^a TIANJIN POLYTECHNIC UNIVERSITY   (China)

^b NANKAI UNIVERSITY   (China)

Author keywords

Color; Image Forensics; Image recapture detection; Noise; SVM; Texture

Indexed keywords

DIFFERENCE HISTOGRAMS; IMAGE FORENSICS; LOW-LEVEL FEATURES; MULTIPLE FEATURE DESCRIPTORS; MULTIPLE FEATURES; NOISE; SUPPORT VECTOR MACHINE CLASSIFIERS; SVM;

COLOR; LIQUID CRYSTAL DISPLAYS; SUPPORT VECTOR MACHINES; TEXTURES;

IMAGE TEXTURE;

EID: 84884962019     PISSN: 19750080     EISSN: None     Source Type: Journal    
DOI: 10.14257/ijmue.2013.8.5.08     Document Type: Article

References (17)

1. J. Li, Y. Wang, T. Tan and A. K. Jain, "Live Face Detection Based on the Analysis of Fourier Spectra, " Proceeding of SPIE 5404, Biometric Technology for Human Identification, (2004) April, pp. 296-303.
2. T. Choudhury, B. Clarkson, T. Jebara and A. Pentland, "Multimodal Person Recognition Using Unconstrained Audio and Video, " Proceeding of Second Conference on Audio-and Video-Based Person Authentication, (1999) March, pp. 176-181.
3. H. Faridy and S. Lyu, "Higher-order Wavelet Statistics and their Application to Digital Forensics, " Proceeding of the IEEE Workshop on Statistical Analysis in Computer Vision, (2003) June, pp. 1-8.
4. H. Yu, T.-T. Ng and Q. Sun, "Recaptured Photo Detection Using Specularity Distribution, " Proceeding of the IEEE International Conference on Image Processing, (2008), pp. 3140-3143.
5. J. Bai, T.-T. Ng, X. Gao and Y.-Q. Shi, "Is Physics-based Liveness Detection Truly Possible with a Single Iimage?, " Proceeding of the IEEE International Symposium on Circuits and Systems, (2010), pp. 3425-3428.
6. T.-T. Ng, S.-F. Chang, J. Hsu, L. Xie and M.-P. Tsui, "Physics-Motivated Features for Distinguishing Photographic Images and Computer Graphics, " Proceeding of the 13th Annual ACM International Conference on Multimedia, (2005), pp. 239-248.
7. X. Gao, T.-T. Ng, B. Qiu and S.-F. Chang, "Single-view Recaptured Image Detection Based on Physics-based Features, " Proceeding of the IEEE International Conference on Multimedia and Expo (ICME), (2010), pp. 1469-1474.
8. H. Cao and A. C. Kot, "Identification of Recaptured Photographs on LCD Screens, " Proceeding of the IEEE International Conference on Acoustics, Speech and Signal Processing, (2010), pp. 1790-1793.
9. N. Kose and J.-L. Dugelay, "Classification of Captured and Recaptured Images to Detect Photograph Spoofing, " Proceeding of the 1st International Conference on Informatics, Electronics and Vision, (2012) May 18, pp. 1027-1032.
10. W. R. Schwartz, A. Kembhavi, D. Harwood and L. S. Davis, "Human Detection Using Partial Least Squares Analysis, " Proceeding of IEEE 12th International Conference on Computer Vision, (2009), pp. 24-31.
11. R. Wu, X. Li and B. Yang, "Identifying Computer Generated Graphics VIA Histogram Features, " Proceeding of IEEE International Conference on Image Processing, (2011), pp. 1933-1936.
12. J. Maatta, A. Hadid and M. Pietikainen, "Face Spoofing Detection from Single Images Using Texture and Local Shape Analysis, " IET Biometrics, vol. 1, no. 1, (2012), pp. 3-10.
13. M. Heikkila, M. Pietikainen and C. Schmid, "Description of Interest Regions with Local Binary Patterns, " Pattern Recognition, vol. 42, no. 3, (2008), pp. 425-436.
14. N. Khanna, A. K. Mikkilineni, G. T. C. Chiu, J. P. Allebach and E. J. Delp, "Scanner Identification Using Sensor Pattern Noise, " Proceeding of the Security, Steganography, and Watermarking of Multimedia Contents IX, (2007), pp. 65051K-1-65051K-11.
15. S. Dehnie, T. Sencar and N. Memon, "Digital Image Forensics for Identifying Computer Generated and Digital Camera Images, " Proceeding of IEEE International Conference on Image Processing, (2006), pp. 2313-2316.
16. K. Dabov, A. Foi, V. Katkovnik and K. Egiazarian, "Image Denoising by Sparse 3D Transform-domain Collaborative Filtering, " IEEE Transactions on Image Processing, vol. 16, no. 8, (2007), pp. 2080-2095.
17. X. Gao, B. Qiu, J. J. Shen, T.-T. Ng and Y. Q. Shi, "A Smart Phone Image Database for Single Image Recapture Detection, " Proceeding of the 9th International Conference on Digital Watermarking, (2010), pp. 90-104.