Cumulant-based image fingerprints

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5681, Issue , 2005, Pages 68-75

  Yu, Longjiang ^a   Schmucker, Martin ^b   Busch, Christoph ^b   Sun, Shenghe ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b FRAUNHOFER IGD   (Germany)

Author keywords

Cumulants; Higher order statistics; Image fingerprinting; Image retrieval

Indexed keywords

CONTENT BASED RETRIEVAL; CRYPTOGRAPHY; GRAPH THEORY; IMAGE COMPRESSION; IMAGE SEGMENTATION; INDEPENDENT COMPONENT ANALYSIS;

CUMULANTS; HIGHER-ORDER STATISTICS; IMAGE FINGERPRINTING; SOFT HASH FUNCTION;

ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS;

EID: 21844463083     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.587708     Document Type: Conference Paper

References (19)

1. M. Schneider and S. F. Chang, "A robust content based digital signature for image authentication," in ICIP'96, Proc. IEEE, pp. 227-230, 1996.
2. F. Lefebvre, J. Czyz, and B. Macq, "A robust soft hash algorithm for digital image signature," in ICIP'03, Proc. IEEE, 2003.
3. S. J.S., J. Haitsma, T. Kalker, and C. D. Yoo, "Affine transform resilient image fingerprinting," in ICASSP'03, Proc. IEEE 3, pp. 61-64, 2003.
4. A. Datta, N. D. V. Lobo, and J. Leeson, "Novel feature vector for image authentication," in International Conference on Multimedia and Expo (ICME), Proc. IEEE, 2003.
5. C. S. Lu, C. Y. Hsu, S. W. Sun, and P. C. Chang, "Robust mesh-based hashing for copy detection and tracing of images," in International Conference on Multimedia and Expo (ICME): special session on Media Identification, Proc. IEEE, 2004.
6. P. Bas, J. M. Chassery, and B. Macq, "Geometrically invariant watermarking using feature points," IEEE Trans. on Image Processing 11, pp. 1014-1028, 2002.
7. T. Peterman, The worldwide homepage on HOS (Higher Order Statics), University of Bremen, http://www.ant.uni-bremen.de/HOSHOME/, 2002.
8. J. M. Mendel, "Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications," Proc. IEEE, pp. 278-305, 1991.
9. J. K. Tugnait, "On time delay estimation with unknown spatially correlated gaussian noise using fourth-order cumulants and cross cumulants," IEEE Trans. on Signal Processing 39, pp. 1258-1267, 1991.
10. J. Tugnait, "Identification of linear stochastic systems via second- and fourth-order cumulant matching," IEEE Trans. on Information Theory 33, pp. 393-407, 1987.
11. J. Liang and Z. Ding, "Fir channel estimation through generalized cumulant slice weighting," IEEE Trans. on Signal Processing 52, pp. 657-667, 2004.
12. T. Blaschke and L. Wiskott, "Cubica: independent component analysis by simultaneous third- and fourth-order cumulant diagonalization," IEEE Trans. on Signal Processing 52, pp. 1250-1256, 2004.
13. H. M. Ibrahim, R. R. Garieb, and A. H. Ibrahim, "Nonlinear cumulant based adaptive filter for simultaneous removal of gaussian and impulsive noises in images," in ICASSP'01, Proc. IEEE 3, pp. 1877-1880, 2001.
14. J. M. Anderson and G. B. Giannakis, "Image motion estimation algorithms using cumulants," IEEE Trans. on Image Processing 4, pp. 346-357, 1995.
15. T. E. Hall and S. G. Wilson, "Stochastic image modeling using cumulants with application to predictive image coding," in Signal Processing Workshop on Higher-Order statistics (SPW-HOS 89), IEEE, pp. 239-244, 1989.
16. F. A. D. Costa and M. F. Chouika, "Neural network recognition of textured images using third order cumulants as functional links," in ICASSP'92, Proc. IEEE 3, pp. 77-80, 1992.
17. J.-M. Boucher and S. Pleihers, "Unsupervised segmentation of radar images using wavelet decomposition and cumulants," in ICASSP'94, Proc. IEEEV, pp. 1-4, 1994.
18. G. Krieger, C. Zetzsche, and E. Earth, "Higer-order statistics of natural images and their exploitation by operators selective to intrinsic dimensionality," in Signal Processing Workshop on Higher-Order statistics (SPW-HOS 97), IEEE, pp. 239-244, 1997.
19. A. Swarmi, J. M. Mendel, and C. M. Nikias, Users guide for higher-order spectral analysis toolbox, United Signals & Systems, Inc., New York, 1998.