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Literature Review of Wavelet Based Digital Image Watermarking Techniques

by Vaishali S. Jabade, Dr. Sachin R. Gengaje
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 31 - Number 7
Year of Publication: 2011
Authors: Vaishali S. Jabade, Dr. Sachin R. Gengaje

Vaishali S. Jabade, Dr. Sachin R. Gengaje . Literature Review of Wavelet Based Digital Image Watermarking Techniques. International Journal of Computer Applications. 31, 7 ( October 2011), 28-35. DOI=10.5120/3838-5334

@article{ 10.5120/3838-5334,
author = { Vaishali S. Jabade, Dr. Sachin R. Gengaje },
title = { Literature Review of Wavelet Based Digital Image Watermarking Techniques },
journal = { International Journal of Computer Applications },
issue_date = { October 2011 },
volume = { 31 },
number = { 7 },
month = { October },
year = { 2011 },
issn = { 0975-8887 },
pages = { 28-35 },
numpages = {9},
url = { },
doi = { 10.5120/3838-5334 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
%0 Journal Article
%1 2024-02-06T20:17:31.361959+05:30
%A Vaishali S. Jabade
%A Dr. Sachin R. Gengaje
%T Literature Review of Wavelet Based Digital Image Watermarking Techniques
%J International Journal of Computer Applications
%@ 0975-8887
%V 31
%N 7
%P 28-35
%D 2011
%I Foundation of Computer Science (FCS), NY, USA

In image watermarking, information is embedded into cover media to prove ownership. Various watermarking techniques have been proposed by many authors in the last several years which include spatial domain and transform domain watermarking. Wavelet based image watermarking is gaining more popularity because of its resemblance with the human visual system. This paper elaborates suitability of wavelet transform for image watermarking, wavelet transform based image watermarking process, classification and analysis of wavelet based watermarking techniques. The purpose of this paper is to provide a comprehensive review of the existing literature available on wavelet based image watermarking methods. It will be useful for researchers to implement effective image watermarking method.

  1. Thi Hoang Ngan Le, Kim Hung Nguyen, Hoai Bac Le, “Literature Survey on Image Watermarking Tools, Watermark Attacks, and Benchmarking Tools”, Second IEEE International Conferences on Advances in Multimedia, 2010, pp.67-73.
  2. Mr. Manjunatha Prasad. R, Dr.Shivaprakash Koliwad “A Comprehensive Survey of Contemporary Researches in Watermarking for Copyright Protection of Digital Images”, International Journal of Computer Science and Network Security (IJCSNS), Vol.9 No.4, April 2009, pp.91-102.
  3. Wan Adnan, W.A.; Hitam, S.; Abdul-Karim, S., Tamjis, M.R., “A review of image watermarking”, Research and Development, SCORED, 2003, pp. 381-384.
  4. Vidyasagar M. Potdar, Song Han, Elizabeth Chang, “A Survey of Digital Image Watermarking Techniques”, 3rd IEEE International Conference on Industrial Informatics (INDIN), 2005, pp.709-713.
  5. Santa Agreste, Guido Andaloro, Daniela Prestipino, Luigia Puccio, “An Image Adaptive Wavelet Based Watermarking of Digital Images”, Science Direct Journal of Computational and Applied Mathematics, 2006, pp. 1-9.
  6. Xiao Jun Kang Li Jun Dong, “Study of the Robustness of Watermarking Based on Image Segmentation and DFT”, IEEE International Conference on Information Engineering and Computer Science, ICIECS, 2009, pp1-4.
  7. Chien Chang Chen and De-Sheng Kao, “DCT Based Reversible Image Watermarking Approach”, Third IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2007, pp 1-5.
  8. 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.
  9. 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.
  10. F. Kumgollu, A Bouridane, M A Roula and S Boussaktd, “Comparison of Different Wavelet Transforms for Fusion Based Watermarking Applications”, IEEE Transactions, Vol.3, 2003, pp. 1188-1191.
  11. Barni M, Bartolini F, Piva, “An Improved Wavelet Based Watermarking Through Pixelwise Masking”, IEEE transactions on image processing, Vol. 10, 2001 pp.783-791.
  12. 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.
  13. N. Kaewkamnerd and K.R. Rao, “Wavelet Based Image Adaptive Watermarking Scheme”, IEEE Electronic Letters, Vol. 36,Feb. 2000, pp.312-313.
  14. Bo Chen, Hong Shen, “A New Robust-Fragile Double Image Watermarking Algorithm”, Third IEEE International Conference on Multimedia and Ubiquitous Engineering,2009, pp. 153-157
  15. 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.
  16. Zhao Dawei, Chen Guanrong, Liu Wenbo, “A Chaos-based Robust Wavelet-domain Watermarking Algorithm”, IEEE International Conference on Multimedia and Expo (ICME), 2004.
  17. Ester Yen, Kai-Shiang Tsai, “HDWT-based Grayscale Watermark For Copyright Protection”, Expert Systems with Applications 35, Elsevier,2008, pp. 301–306.
  18. D. Kundur and D. Hatzinakos, “Digital Watermarking using Multiresolution Wavelet Decomposition”, Proceedings, IEEE International Conference Acoustic, Speech, Signal Processing,Vol. 5,1998, pp. 2969-2972
  19. Lan Hongxing, Chen Songqiao, Li Taoshen, Hu Aina, “A Digital Watermarking Algorithm Based on Dual-tree Complex Wavelet Transform”, 9th International Conference for Young Computer Scientists, IEEE Computer Society, 2008, pp. 1488-1492.
  20. Alexandre H. Paqueta, Rabab K. Wardb, Ioannis Pitasc, “Wavelet Packets-Based Digital Watermarking For Image Verification And Authentication”, Signal Processing, 83, Elsevier, 2003, pp. 2117 – 2132.
  21. Cong Jin, Shu-Wei Jin, “Wavelet Packets-Based Robust Blind Digital Watermark Scheme”, IEEE International Conference on Wavelet Analysis and Pattern Recognition, Aug. 2008, pp. 724-728.
  22. Ming Ziang Zang, Na Zang, Jian Guo Jiang, “An Adaptive Digital Watermarking Algorithm based on Balanced Multi-Wavelet”, Fifth IEEE International Conference on Information Assurance and Security, 2009, pp.243-246.
  23. 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.
  24. Lin Zhuang, “Multipurpose Digital Watermarking Algorithm Based on Morphological Wavelet Transform”, IEEE International Conference on Communications and Mobile Computing, 2009, pp. 396-400.
  25. Qingyan He, Xinge You, Patrick S. Wang, Yuanyuan Tang, “An Image Watermarking Scheme using Non-tensor Wavelets”, IEEE International Conference on Wavelet Analysis and Pattern Recognition, 2007, pp. 350-356.
  26. Remya Ravindran.P., Soman K. P., “Berkeley Wavelet Transform Based Image Watermarking”, IEEE International Conference on Advances in Recent Technologies in Communication and Computing, 2009, pp. 357-359.
  27. 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.
  28. Feng Wen-ge, Liu Lei, “SVD and DWT Zero-bit Watermarking Algorithm”, 2nd IEEE International Asia Conference on Informatics in Control, Automation and Robotics, 2010, pp. 361-364.
  29. Vijay R Ayangar, S. N. Talbar, “A Novel DWT-SVD Based Watermarking Scheme”, MCIT, 2010, pp. 105-108.
  30. Ben Wang, Jinkou Ding, Qiaoyan Wen, Xin Liao, Cuixiang Liu, “An Image Watermarking Algorithm Based on DWT, DCT and SVD”, Proceedings of IC-NIDC,2009, 1034-1038.
  31. Thai Duy Hiena, Zensho Nakaoa, Yen-Wei Chenb, “Robust multi-logo watermarking by RDWT and ICA”, Signal Processing 86, Elsevier, 2006, pp. 2981–2993.
  32. Chuan-Yu Chang, Hung-Jen Wang, Sheng-Jyun Su, “Copyright Authentication For Images With A Full Counter-Propagation Neural Network” Science Direct, Expert Systems with Applications 37,2010,pp. 7639–7647
  33. Quan Liu, Xuemei Jiang, “Design and Realization of a Meaningful Digital Watermarking Algorithm Based on RBF Neural Network” IEEE, 2005 pp. 214-218.
  34. Yuanhai Shao, Wei Chen, Chan Liu, “Multiwavelet based Digital Watermarking with Support Vector Machine Technique”, IEEE, 2008, pp. 4557-4561.
  35. Chin-Shiuh Shieha, Hsiang-Cheh Huangb, Feng-Hsing Wangc, Jeng-Shyang Pana, “Genetic watermarking based on transform-domain techniques”, Science Direct Pattern Recognition 37, 2004,pp. 555–565.
  36. 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.
  37. 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.
Index Terms

Computer Science
Information Sciences


Digital Image Watermarking Discrete Wavelet Transform