Image authentication based on perceptual hash using Gabor filters

Soft Computing

Volumn 15, Issue 3, 2011, Pages 493-504

  Wang, Lina ^a,b   Jiang, Xiaqiu ^a   Lian, Shiguo ^c   Hu, Donghui ^a,d   Ye, Dengpan ^a  

^a WUHAN UNIVERSITY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^c ORANGE LABS   (France)

^d HEFEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Gabor filter; Image authentication; Perceptual hash; Reference metrics

Indexed keywords

AUTHENTICATION; GABOR FILTERS; HASH FUNCTIONS;

HUMAN BEING; IMAGE AUTHENTICATION; IMAGE FORENSICS; PERCEPTUAL HASH; PRIMARY VISUAL CORTEX; REFERENCE METRICS; TAMPERED IMAGES; VISUAL SYSTEMS;

DIGITAL FORENSICS;

EID: 79951771642     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-009-0529-7     Document Type: Article

References (30)

1. Bhattacharjee S, Vandergheynst P (1999) End-stopped wavelets for detection low-level features. In: Proceedings of SPIE, wavelet applications in signal and image processing, Denver, Colorado, vol 3813, pp 732-741. doi: 10. 1109/TIP. 2006. 881948.
2. Cano P, Baltle E, Kalker T, Haitsma J (2002) A review of algorithms for audio fingerprinting. In: The IEEE workshop on multimedia signal processing (MSP'2002), St. Thomas, Virgin Islands, USA, pp 169-173.
3. Daugman JG (1980) Two dimensional spectral analysis of cortical receptive field profile. Vis Res 20(10): 847-856. doi: 10. 1016/0042-6989(80)90065-6.
4. De Valois RL, Albrecht DG, Thorell LG (1982) Spatial frequency selectivity of cells in macaque visual cortex. Vis Res 20(10): 545-559.
5. Dittmann J, Steinmetz A, Steinmetz R (1999) Content-based digital signature for motion pictures authentication and content-fragile watermarking. In: Proceedings of the IEEE international conference on multimedia computing and systems (ICMCS'1999), Florence, Italy, vol 2, pp 209-213. doi: 10. 1109/MMCS. 1999. 778274.
6. ECRYPT Network of Excellence Technical Report (2005) D. WVL. 7: First summary report on forensic tracking. http://www. ecrypt. eu. org/ecrypt1/documents/D. WVL. 7-1. 1. pdf. Accessed 12 February 2009.
7. ECRYPT Network of Excellence Technical Report (2006) D. WVL. 11: Benchmarking metrics and concepts for perceptual hashing. http://www. ecrypt. eu. org/ecrypt1/documents/D. WVL. 11-1. 0. pdf. Accessed 12 February 2009.
8. Fridrich J, Gojan M, Du R (2000) Robust hash function for digital watermarking. In: Proceeding of the IEEE international conference on information technology: coding and computing (ITCC'2000), Las Vegas, Nevada, pp 178-183. doi: 10. 1109/ITCC. 2000. 844203.
9. Han SH, Chu CH, Yang SY (2007) Content-based image authentication: current status, issues, and challenges. In: Proceedings of the IEEE international conference on semantic computing (ICSC'2007), Irvine, California, pp 630-636. doi: 10. 1109/ICSC. 2007. 100.
10. Haouzia A, Noumeir R (2008) Methods for image authentication: a survey. Multimed Tools Appl 39(1): 1-46. doi: 10. 1007/s11042-007-0154-3.
11. Jones JP, Palmer L (1987) An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex. J Neurophysiol 58(6): 1233-1258.
12. Kim C (2003) Content-based image copy detection. Signal Process Image Commun 18(3): 169-184. doi: 0. 1016/S0923-5965(02)00130-3.
13. Kozat SS, Mihcak K, Venkatesan R (2004) Robust perceptual image hashing via matrix invariances. In: Proceeding of the IEEE international conference on image processing (ICIP'2004), vol 5, pp 3443-3446. doi: 10. 1109/TIFS. 2007. 902670.
14. Lian SG (2008) Multimedia content authentication based on neural networks. In: Columbus F (ed) Neurocomputing research trends. Nova Science Publishers, Inc., pp 223-238.
15. Lian SG (2008) Image authentication based on fractal features. Fractals 16(4): 287-297. doi: 10. 1142/S0218348X08004034.
16. Lian SG, Sun JS, Wang ZQ (2006) Secure hash function based on neural network. Int J Neurocomput 69(16-18): 2346-2350. doi: 10. 1016/j. neucom. 2006. 04. 00.
17. Lian SG, Kanellopoulos D, Ruffo G (2009) Recent advances in multimedia information system security. Inform 33(1): 3-24.
18. Lin CY, Chang SF (1998) Robust image authentication method surviving JPEG lossy compression. In: Proceedings of SPIE, storage and retrieval of image/video database, San Jose, CA, USA, vol 3312, pp 296-307. doi: 10. 1117/12. 298462.
19. Lu CS, Liao HYM (2003) Structural digital signature for image authentication. IEEE Trans Multimedia 5(2): 161-173. doi: 10. 1145/357744. 357893.
20. Monga V, Evans RL (2004) Robust perceptual image hashing using feature points. In: In: Proceedings of the IEEE international conference on image processing (ICIP'2004), Singapore, vol 1, pp 677-680. doi: 10. 1109/ICIP. 2004. 1418845.
21. Monga V, Evans RL (2006) Perceptual image hashing via feature points: performance evaluation and trade-offs. IEEE Trans Image Process 15(11): 3453-3466. doi: 10. 1109/TIP. 2006. 881948.
22. Queluz MP (1998) Towards robust content based techniques for image authentication. In: the second IEEE workshop on multimedia signal processing (MSP'1998), Redondo Beach, CA, USA, pp 297-302. doi: 10. 1109/MMSP. 1998. 738950.
23. Scheneider M, Chang SF (1996) A robust content based digital signature for image authentication. In: Proceeding of the IEEE international conference on image processing, Laussane, Switzerland, vol 3, pp 227-230. doi: 10. 1109/ICIP. 1996. 560425.
24. Swaminathan A, Mao YN, Wu M (2006) Robust and secure image hashing. IEEE Trans Inf Forensics Secur 1(2): 215-230. doi: 10. 1109/TIFS. 2006. 873601.
25. Venkatesan R, Koon SM, Jakubowski MH, Moulin P (2000) Robust image hashing. In: Processing of the IEEE international conference on image processing (ICIP'2000), Vancouver, BC, Canada, vol 3, pp 664-666. doi: 10. 1109/ICIP. 2000. 899541.
26. Wang SZ, Zhang XP (2007) Recent development of perceptual image hashing. J Shanghai University 11(4): 323-331. doi: 10. 1007/s11741-007-0401-2.
27. Wang JW, Lian SG, Liu GJ, Dai YW (2008) Secure multimedia watermarking authentication in wavelet domain. SPIE J Electron Imaging 17(03): 033010. doi: 10. 1117/1. 2954129.
28. Wang JW, Lian SG, Liu GJ (2009) On the design of secure multimedia authentication. J Univers Comput Sci 15(2): 426-443.
29. Wu MN, Lin CC, Chang CC (2007) Novel image copy detection with rotating tolerance. J Syst Softw 80(7): 1057-1069. doi: 10. 1016/j. jss. 2006. 12. 001.
30. Yang B, Gu F, Niu XM (2006) Block mean value based image perceptual hashing. In: Proceeding of the IEEE international conference on intelligent information hiding and multimedia signal processing (IIH-MSP'2006), Pasadena, California, pp 167-170. doi: 10. 1109/IIH-MSP. 2006. 265125.