CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Logo based Image Copyright Protection using Discrete Wavelet Transform and Fuzzy Inference System

by Vaishali S. Jabade, Sachin R. Gengaje
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 58 - Number 10
Year of Publication: 2012
Authors: Vaishali S. Jabade, Sachin R. Gengaje
10.5120/9319-3551

Vaishali S. Jabade, Sachin R. Gengaje . Logo based Image Copyright Protection using Discrete Wavelet Transform and Fuzzy Inference System. International Journal of Computer Applications. 58, 10 ( November 2012), 22-28. DOI=10.5120/9319-3551

@article{ 10.5120/9319-3551,
author = { Vaishali S. Jabade, Sachin R. Gengaje },
title = { Logo based Image Copyright Protection using Discrete Wavelet Transform and Fuzzy Inference System },
journal = { International Journal of Computer Applications },
issue_date = { November 2012 },
volume = { 58 },
number = { 10 },
month = { November },
year = { 2012 },
issn = { 0975-8887 },
pages = { 22-28 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume58/number10/9319-3551/ },
doi = { 10.5120/9319-3551 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:02:06.562978+05:30
%A Vaishali S. Jabade
%A Sachin R. Gengaje
%T Logo based Image Copyright Protection using Discrete Wavelet Transform and Fuzzy Inference System
%J International Journal of Computer Applications
%@ 0975-8887
%V 58
%N 10
%P 22-28
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The digital revolution has resulted in explosion of knowledge. It has encouraged and motivated digitization of the intellectual artefact. This creates issues of piracy and copyright. In this paper, the authors propose a novel logo based watermarking scheme for image copyright protection using fuzzy inference system (FIS), discrete wavelet transform (DWT) and human visual system (HVS). Wavelet transform generates a hierarchical image data structure to represent an image at different resolution levels. The proposed scheme uses fuzzy inference system to adaptively insert logo watermark instead of using uniform thresholding. The weight of watermark is determined by human visual system characteristics and fuzzy inference system. The image is reconstructed by computing inverse discrete wavelet transform to get imperceptible image watermarking. The watermark is then recovered at the receiver end by applying DWT to watermarked image.

References
  1. Barni M, Bartolini F, Piva, "An Improved Wavelet-Based Watermarking Through Pixelwise Masking", IEEE transactions on image processing, Vol. 10, 2001 pp. 783-791.
  2. Victor V. , Guzman, Meana, "Analysis of a Wavelet-based Watermarking Algorithm", IEEE Proceedings of the International Conference on Electronics, Communications and Computer,2004, pp. 283-287.
  3. Zhao Dawei, Chen Guanrong, Liu Wenbo, "A Chaos-based Robust Wavelet-domain Watermarking Algorithm", IEEE International Conference on Multimedia and Expo (ICME), 2004.
  4. N. Kaewkamnerd and K. R. Rao, "Wavelet Based Image Adaptive Watermarking Scheme", IEEE Electronic Letters, Vol. 36,Feb. 2000, pp. 312-313.
  5. Vaishali S. Jabade and Sachin R. Gengaje "Literature Review of Wavelet Based Digital Image Watermarking Techniques", International Journal of Computer Applications (0975 – 8887)Volume 31– No. 1, October 2011,pp. 28-35.
  6. D. Kundur and D. Hatzinakos, "Digital Wateramrking using Multiresolution Wavelet Decomposition", Proceedings, IEEE International Conference Acoustic, Speech, Signal Processing,Vol. 5,1998, pp. 2969-2972.
  7. Miang Zuang Zang, Na Zang and Jian Guo Jiang, "An Adaptive Digital Watermarking Algorithm Based on Balanced Multi-wavelet", Proceedings, Fifth IEEE International Conference on Information Assurance ans Security,2009, pp. 243-246.
  8. Hey Jiang and Liu Jianjun, "A Digital Watermarking Algorithm for DEM Image Based on Stationary Wavelet Transform", Fifth IEEE International Conference on Information Assurance and Security, 2009, pp. 221-224.
  9. Peng Liu, Zhizhong Ding, "A Blind Image Watermarking Scheme Based on Wavelet tree Quantization", Second IEEE International Symposium on Electronic Commerce and Security, 2009, pp. 218-222.
  10. Daxing Zhang, Zhigeng Pan and Haihua Li, "A Contour-based Semi-fragile Image Watermarking Algorithm in DWT Domain", Second IEEE International Workshop on Education Technology and Computer Science, 2010, pp. 228-231.
  11. Wei Cao, Yixin Yan, Shengming Li, "Robust Image Watermarking Based on Singular Value Decomposition in DT-CWT Domain", IEEE International Workshop on Imaging Systems and Techniques, IST, 2009.
  12. Lin Zhuang "Multipurpose Digital Watermarking Algorithm Based on Morphological Wavelet Transform", IEEE International Conference on Communications and Mobile Computing, 2009, pp. 396-400.
  13. Peter Meerwald, Christian Koidl, and Andreas Uhl, "Attack on Watermarking Method Based on Significant Difference of Wavelet Coefficient Quantization", IEEE Transactions on Multimedia, Vol. 11, No. 5, August 2009, pp. 1037-1041.
  14. Der-Chyuan Lou , Hao-Kuan Tso, Jiang-Lung Liu "A Copyright Protection Scheme For Digital Images Using Visual Cryptography Technique", Computer Standards and Interfaces 29, 2007, pp. 125-131.
  15. Santa Agreste, Guido Andaloro, Daniela Prestipino, Luigia Puccio, "An Image Adaptive Wavelet Based Watermarking of Digital Images", Journal of Computational and Applied Mathematics, 2006, pp. 1-9.
  16. Wen-Nung Lie, Guo-Shiang Lin, Sheng-Lung Cheng, "Dual Protection of JPEG Image Based on Informed Embedding And Two Stage Watermark Extraction Techniques", IEEE Transactions on information forensics and security, Vol. I, 2006, pp. 330-341.
  17. Enpingli, Huaqing Liang, Xinxin Niu, "Image Watermarking Scheme Based On Wavelet Tree Quantization Robust To Geometric Attacks", IEEE Proceedings of Sixth World Congress on Intelligent Control and Automation, pp. 10256-10260.
  18. Said E. El-Khamy, Fellow IEEE, Mona I. Lotfy and Rowayda A. Sadek, "A Block Based Wavelet Watermarking Technique for Copyright Protection and Authentication", IEEE Transactions, Vol. 1, 2003, pp. 90-93.
  19. Serbia and Montenegro, "Copyright Protection using Wavelet Packets", IEEE Transactions, TELSIKS, 2005,
  20. Zhiquan Lu and Xiao-Ping Zhang,"Robust Image Watermarking Based on the Wavelet Contour Detection", IEEE Transactions, Vol. 2, 2005, pp. 1165-1168.
  21. Yusnita Yusof, Othman Khalifa, "Imperceptibility and Robustness Analysis of DWT- Based Digital Image Wateramrking", Proceedings of the International Conference on Computer and Communication Engineering, 2008, pp. 1325-1330.
  22. M. F. Fahmy and G. Fahmy, "A Quasi Blind Watermark Extraction of watermarked Natural Preserve Transform Images", IEEE Ineternational Conference on Image Processing,2009, pp. 3665-3668.
  23. Dr. M. A. Dorairangaswamy, B. Padmavathi, "An Effective Blind Watermarking Scheme for Protecting Rightful Ownership of Digital Images", IEEE, TENCON, 2009, pp. 1-6.
  24. Ming-Xiang Zang, Na Zang, Jian-guo Jiang, "An Adaptive Digital Watermarking Algorithm Based on Balanced Multi-wavelet", Fifth international Conference on Information Assuirance and Security, 2009, pp. 243-246.
  25. Gui Xie (2004),"Robust Wavelet-Based Blind Image Watermarking Against Geometrical Attacks", IEEE International Conference on Multimedia and Expo (ICME),Vol. 3, 2004, pp. 2051-2054.
  26. Santi P. Maity and Seba Maity, "Multistage Spread Spectrum Watermark Detection Technique using Fuzzy Logic", IEEE Signal Processing Letters, Vol. 16, No. 4, 2009, pp. 245-248.
  27. Ming-shing Hsieh, "Image Watermarking based on Fuzzy Inference Filter", IEEE Proceedings of the International Conference on Machine Learning and Cybernetics, Baoding, 2009, pp. 3058-3063.
  28. Prof. Sharvari Tamane, Dr. R. R. Manza, Dr. R. R. Deshmukh, "3D ModelsWatermarking using Fuzzy Logic", International Conference on Advances in Computing Technologies, 2009, pp. 195-197.
  29. D. C. Lou and T. L. Yin, "Adaptive Digital Watermarking using Fuzzy Clustering Technique", IEICE Transactions on Fundamentals, Vol. E84-A, Aug. 2001, No. 8,pp. 2052-2060.
  30. Chip Hong Chang and Mingyan Zhang, "Fuzzy-Art based adaptive digital watermarking scheme", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15, no. 1, 2005, pp. 65-81.
  31. Nizar Sakr, Jiying Zhao, and Voicu Groza , "A Dynamic Fuzzy Logic Approach to Adaptive HVS-based Watermarking", IEEE international workshop on Haptic Audio Visual Environments and their Applications, 2005, pp. 121¬-126.
  32. Ming-shinghsieh and Din-changtseng, "Image Sub-Band Coding Using Fuzzy Inference and Adaptive Quantization", IEEE Transactions on Systems, Man and Cybernetics, Vol. 33, 2003, pp. 509-513.
  33. Chip Hong Chang and Mingyan Zhang, "Fuzzy-Art based adaptive digital watermarking scheme", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15 no. 1, 2005, pp. 65-81.
  34. Yuanhai Shao, Wei Chen, Chan Liu, "Multiwavelet-based Digital Watermarking with Support Vector Machinr Technique", IEEE Conferenc, CCDC,2008, pp. 4557-4561.
  35. A. Adhipati Reddy, B. N. Chatterji, "A New Wavelet Based Logo Watermarking Scheme", Science Direct, Pattern Recognition Letters, 26, 2004, pp. 1019-1027.
  36. B. N. Chatterji, Manesh Kokare, A. Adhipathi Reddy, Rajib Kumar Jha. , "Wavelets for Content Based Image Retrieval and Digital Watermarking for Multimedia Applications", IEEE Transactions, Vol. 2, 2003, pp. 812-816.
Index Terms

Computer Science
Information Sciences

Keywords

Discrete Wavelet Transform (DWT) Fuzzy Inference System (FIS) Human Visual System (HVS)

Powered by PhDFocusTM