Orientation modulation for data hiding in clustered-dot halftone prints

IEEE Transactions on Image Processing

Volumn 19, Issue 8, 2010, Pages 2070-2084

  Bulan, Orhan ^a   Sharma, Gaurav ^a   Monga, Vishal ^b  

^a University of Rochester   (United States)

^b The Pennsylvania State University   (United States)

Author keywords

Clustered dot halftones; data hiding; dot orientation modulation; hardcopy data hiding; print scan channel model

Indexed keywords

APPLICATION SCENARIO; AUTOMATED EXTRACTION; BILEVEL; CHANNEL MODEL; COVER-IMAGE; DATA DETECTION; DATA HIDING; DATA VALUES; DECISION DIRECTED SYNCHRONIZATIONS; EMBEDDING CAPACITY; EMBEDDING METHOD; ERROR CONTROL; GEOMETRIC DISTORTION; GLOBAL SCALING; HALFTONE CELLS; HALFTONE IMAGES; HALFTONE PRINTS; HALFTONE STRUCTURES; HALFTONING; IMAGE FIDELITY; PRINT-SCAN; PRINT-SCAN CHANNEL MODEL; STATISTICAL REPRESENTATIONS; STRINGENT REQUIREMENT; THRESHOLD FUNCTIONS;

ERROR DETECTION; IMAGE QUALITY; MODULATION; PRINTING;

STEGANOGRAPHY;

ALGORITHM; ARTICLE; COLOR; COMPUTER ASSISTED DIAGNOSIS; IMAGE ENHANCEMENT; INFORMATION PROCESSING; METHODOLOGY; ORGANIZATION AND MANAGEMENT; PACKAGING;

ALGORITHMS; COLOR; DATA COMPRESSION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PRODUCT LABELING; SECURITY MEASURES;

EID: 77954699777     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2010.2046795     Document Type: Article

References (52)

1. O. Bulan, V. Monga, G. Sharma, and B. Oztan, "Data embedding in hardcopy images via halftone-dot orientation modulation," in Proc. SPIE: Security, Forensics, Steganography, and Watermarking of Multimedia Contents X, E. J. Delp, P. W. Wong, J. Dittmann, and N. D. Memon, Eds., Jan. 2008, vol.6819, pp. 68 190C-1-68 190C-12.
2. O. Bulan, G. Sharma, and V. Monga, "Adaptive decoding for halftone orientation-based data hiding," in Proc. IEEE Int. Conf. Image Proc., Oct. 2008, pp. 1280-1283.
3. Data Matrix Barcode FAQ & Tutorial Jan. 2008 [Online]. Available: http://idautomation.com/datamatrixfaq.html
4. R. Villán, S. Voloshynovskiy, O. Koval, and T. Pun, "Multilevel 2D bar codes: Towards high capacity storage modules for multimedia security and management," IEEE Trans. Inf. Forensics Security vol.1, no.4, pp. 405-420, Dec. 2006 [Online]. Available: http://vision.unige.ch/ publications/ postscript/2006/TIFS-multilevel-2D-barcodes.pdf
5. O. Bulan, V. Monga, and G. Sharma, "High capacity color barcodes using dot orientation and color separability," in Proc. SPIE: Media Forensics and Security XI, E. J. D., III, J. Dittmann, N. D. Memon, and P. W.Wong, Eds., Jan. 2009, vol.7254, pp. 725 417-1-725 417-7.
6. D. L. Hecht, "Printed embedded data graphical user interfaces," IEEE Computer, vol.34, no.3, pp. 47-55, Mar. 2001.
7. D. L. Hecht, "Embedded data glyph technology for hardcopy digital documents," in Proc. SPIE: Color Hard Copy and Graphic Arts III, J. Bares, Ed., Mar. 2001, vol.2171, pp. 341-352.
8. J. Brassil, S. Low, N. Maxemchuk, and L. O'Gorman, "Electronic marking and identification techniques to discourage document copying," IEEE J. Sel. Areas Commun., vol.13, no.8, pp. 1495-1504, Oct. 1995.
9. K. T. Knox and S. Wang, "Digital watermarks using stochastic screens," in Proc. SPIE: Color Imaging: Device Independent Color, Color Hardcopy, and Graphic Arts II, G. B. Beretta and R. Eschbach, Eds., Feb. 1997, vol.3018, pp. 316-322.
10. Z. Baharav and D. Shaked, "Watermarking of dither halftoned images," in Proc. SPIE: Security and Watermarking of Multimedia Contents, P. W. Wong and E. J. Delp, Eds., Jan. 1999, vol.3657, pp. 307-316.
11. D. Corp, Digimarc Mediabridge 2000 [Online]. Available: https://www.digimarc.com/resources/docs/tech-papers/dmrc-media- bridge.pdf
12. S. Wang, "Digital Watermarking Using Phase-Shifted Stoclustic Screens," U.S. Patent #6,252,971, 2001.
13. C. Liu, S. Wang, and B. Xu, "Authenticate your digital prints with glossmark images," in Proc. IS&T NIP20: Int. Conf. Digital Printing Technologies, Oct. 2004, pp. 312-316.
14. A. Mikkilineni, G. Ali, P. Chiang, G. Chiu, J. Allebach, and E. Delp, "Signature-embedding in printed documents for security and forensic applications," in Proc. SPIE: Security, Steganography, and Watermarking of Multimedia Contents VI, E. J. Delp and P. W. Wong, Eds., Jan. 2004, vol.5306, pp. 455-466.
15. G. Sharma and S. Wang, "Show-through watermarking of duplex printed documents," in Proc. SPIE: Security, Steganography, and Watermarking of Multimedia Contents VI, E. J. Delp and P. W. Wong, Eds., Jan. 2004, vol.5306, pp. 670-684.
16. R. L. de Queiroz, K. M. Braun, and R. P. Loce, "Detecting spatially varying gray component replacement with application in watermarking printed images," J. Electron. Imag., vol.14, no.3, pp. 033 016,1-033 016,9, Jul. 2005.
17. O. Bulan, G. Sharma, and V. Monga, "Application of high capacity data hiding in halftone images," in Proc. IS&T's NIP 24: Int. Conf. Digital Printing Technologies, Sep. 2008, pp. 787-791.
18. I. Cox, M. Miller, and J. Bloom, Digital Watermarking. San Mateo, CA: Morgan Kaufmann, 2002.
19. Digital Color Imaging Handbook, G. Sharma, Ed. Boca Raton, FL: CRC, 2003.
20. H. R. Kang, Digital Color Halftoning. Piscataway, NJ: IEEE Press, 1999.
21. P. Roetling and R. P. Loce, "Digital halftoning," in Image Processing: Fundamentals and Applications, E. R. Dougherty, Ed. New York: Marcel Dekker, 1994, ch. 10.
22. K. T. Knox, "Digital halftoning algorithms and parameters," in Proc. Int. Conf. LASERS, 1990, pp. 619-625.
23. S. Decker, "Engineering considerations in commercial watermarking," IEEE Commun. Mag., vol.39, no.8, pp. 128-133, Aug. 2001.
24. A. M. Alattar, "Smart images using digimarc's watermarking technology," in Proc. SPIE: Security and Watermarking of Multimedia Contents II, P. W. Wong and E. J. Delp, Eds., Jan. 2000, vol.3971, pp. 264-273.
25. K. Solanki, U. Madhow, B. S. Manjunath, S. Chandrasekaran, and I. El-Khalil, "'Print and scan' resilient data hiding in images," IEEE Trans. Inf. Forensics Security, vol.1, no.4, pp. 464-478, Dec. 2006.
26. B. Oztan and G. Sharma, "Continuous phase modulated halftones and their application to halftone data embedding," in Proc. IEEE Int. Conf. Acoustics Speech and Sig. Proc., May 2006, vol.II, pp. 333-336.
27. T. Kimoto, "Hiding optical watermarks in hard copy images with reducing degradation of halftone quality," in Proc. SPIE, Visual Communications and Image Processing, Jul. 2003, pp. 1895-1904.
28. D. Kacker and J. P. Allebach, "Joint halftoning and watermarking," in Proc. IEEE Int. Conf. Image Proc., Sep. 2000, vol.II, pp. 69-72.
29. M. Analoui and J. P. Allebach, "Model based halftoning using direct binary search," in Proc. SPIE: Human Vision, Visual Processing, and Digital Display III, B. E. Rogowitz, Ed., Feb. 1992, vol.1666, pp. 96-108.
30. N. D.-Venkata, J. Yen, V. Monga, and B. L. Evans, "Hardcopy image barcodes via block-error diffusion," IEEE Trans. Image Process., vol.14, no.12, pp. 1977-1989, Dec. 2005.
31. M. Fu and O. Au, "Data hiding watermarking for halftone images," IEEE Trans. Image Process., vol.11, no.4, pp. 477-484, Apr. 2002.
32. B. W. Kolpatzik and J. E. Thornton, "Image Rendering System and Method for Generating Stochastic Threshold Arrays for Use Therewith," U.S. Patent 5,745,660, Apr. 28, 1998.
33. R. Li, O. Au, C. Yuk, S. Yip, and S. Lam, "Halftone image data hiding with block-overlapping parity check," in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), 2007, vol.2, pp. 193-196.
34. B. K. Lien and B.-W. Shiue, "Hiding data in ordered dithering halftone images by bit interleaving," in Proc. 3rd Int. Conf. Int. Information Hiding and Multimedia Signal Processing (IIH-MSP), Washington, DC, 2007, pp. 319-322.
35. J. K. Su and B. Girod, "Power-spectrum condition for energy-efficient watermarking," IEEE Trans. Multimedia, vol.4, no.4, pp. 551-560, Dec. 2002.
36. R. Ulichney, Digital Halftoning. Cambridge, MA: MIT Press, 1987.
37. R. J. Pellar and L. Green, "Electronic Halftone Generator," U.S. Patent 4149183, 1979.
38. R. J. Pellar, "Electronic Halftone Generator," U.S. Patent 4196451, 1980.
39. F. Petitcolas, R. Anderson, and M. Kuhn, "Attacks on copyright marking systems," in Proc. 2nd Int. Workshop Information Hiding, Portland, OR, Apr. 1998, pp. 219-239.
40. J. Proakis, Digital Communications, 4th ed. New York: McGraw- Hill, 2001.
41. O. Bulan, G. Sharma, and V. Monga, "On the capacity of orientation modulation halftone channels," in Proc. IEEE Int. Conf. Acoustics Speech and Signal Processing, Las Vegas, NV, Apr. 2008, pp. 1685-1688.
42. H. Stark and J.Woods, Probability, Random Processes, and Estimation Theory for Engineers, 2nd ed. Upper Saddle River, NJ: Prentice-Hall, 1994.
43. J. Salojarvi and K. Puolamaki, "Expectation maximization algorithms for conditional likelihoods," in Proc. 22nd Int. Conf. Machine Learning, Aug. 2005, pp. 752-759.
44. D. Divsalar, H. Jin, and R. J. McEliece, "Coding theorems for "turbolike" codes," in Proc. Allerton Conf., Monticello, IL, Sep. 1998, pp. 201-210.
45. H. Jin, A. Khandekar, and R. McEliece, "Irregular repeat-accumulate codes," in Proc. 2nd Int. Symp. Turbo Codes and Related Topics, Sep. 2000, pp. 1-8.
46. P. Frenger, P. Orten, and T. Ottosson, "Code-spread CDMA using maximum free distance low-rate convolutionalcodes," IEEE Trans. Commun., vol.48, no.1, pp. 135-144, Jan. 2000.
47. D. Daut, J. Modestino, and L. Wismer, "New short constraint length convolutional code constructions for selected rational rates," IEEE Trans. Inf. Theory, vol.IT-28, no.5, pp. 794-800, Sep. 1982.
48. T. K. Moon, Error Correction Coding: Mathematical Methods and Algorithms. Hoboken, NJ: Wiley, 2005.
49. J. Forney and G. D. , "The Viterbi algorithm," Proc. IEEE, vol.61, no.3, pp. 268-278, Mar. 1973.
50. J. Pearl, Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. San Mateo, CA: Morgan Kaufmann, 1988.
51. Kodak Photo Database April 2008 [Online]. Available: ftp://ftp.kodak. com/ips/pub/Europe-Images/Europe-8bitTIFF/
52. C. M. Hains, S. Wang, and K. T. Knox, "Digital color halftones," in Digital Color Imaging Handbook, G. Sharma, Ed. Boca Raton, FL: CRC, 2003, ch. 6.