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Robust Digital Watermarking for Compressed 3D Models based on Polygonal Representation

International Journal of Computer Applications
© 2013 by IJCA Journal
Volume 61 - Number 4
Year of Publication: 2013
Samir Abou El-seoud
Nadine Abu Rumman
Islam A. T. F. Taj-eddin
Khalaf F. Khatatneh
Christain Gütl

Samir Abou El-seoud, Nadine Abu Rumman, Islam A T F Taj-eddin, Khalaf F Khatatneh and Christain Gutl. Article: Robust Digital Watermarking for Compressed 3D Models based on Polygonal Representation. International Journal of Computer Applications 61(4):1-14, January 2013. Full text available. BibTeX

	author = {Samir Abou El-seoud and Nadine Abu Rumman and Islam A. T. F. Taj-eddin and Khalaf F. Khatatneh and Christain Gutl},
	title = {Article: Robust Digital Watermarking for Compressed 3D Models based on Polygonal Representation},
	journal = {International Journal of Computer Applications},
	year = {2013},
	volume = {61},
	number = {4},
	pages = {1-14},
	month = {January},
	note = {Full text available}


Multimedia has recently played an increasingly important role in various domains, including Web applications, movies, video game and medical visualization. The rapid growth of digital media data over the Internet, on the other hand, makes it easy for anyone to access, copy, edit and distribute digital contents such as electronic documents, images, sounds and videos. Motivated by this, much research work has been dedicated to develop methods for digital data copyright protection, tracing the ownership, and preventing illegal duplication or tampering. This paper introduces a methodology of robust digital watermarking based on a well-known spherical wavelet transformation, applied to 3D compressed model based on polygonal representation using a neural network. It will be demonstrated in this work that applying a watermarking algorithm on a compressed domain of a 3D object is more effective, efficient, and robust than when applied on a normal domain.


  • Alexa, M. , "Recent advances in mesh morphing" , Computer Graphics Forum, 21(2):173-196 (2002).
  • Baoming Q. , Pulin Z. , and Qiao K. , "A Digital Watermarking Algorithm Based on Wavelet Packet Transform and BP Neural Network", Seventh International Conference on Computational Intelligence and Security (2011). DOI 10. 1109/CIS. 2011. 117
  • Benedens O. , "Geometry-Based Watermarking of 3D Models", IEEE Computer Graphics and Applications 19(1), 46–55 (1999).
  • Besl P. and McKay N. , "A Method for Registration of 3-D Shapes", IEEE Trans. on Pat. Anal. and Mach. Int. , Vol. 14, N. 2, pp. 239-256 (1992).
  • Bors A. , "Watermarking mesh-based representations of 3-D objects using local moments" , IEEE Transactions on Image Processing 15(3), 687–701 (2006).
  • Chen S-T, Huang H-N, Hsu C-Y, Tseng K-K, Wu C. , and Pan J-S, "Wavelet-Based Entropy for Digital Audio Watermarking", Seventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing (2011). DOI 10. 1109/IIHMSP. 2011. 39
  • Cox I, Miller M. , Bloom J. , "Digital Watermarking: Principle & Practice", ( The Morgan Series in Multimedia and Information Systems), ISBN-1558607145 (2001).
  • Deering M. "Geometry compression", ACM SIGGRAPH, pp. 13–20 (1995).
  • Fornaro C. and Sanna A. , "Public Key Watermarking for authentction of CSG models", Computer Aided Design, 32(12), 727-735 (2000).
  • Guillaume L. , Denis F. , Dupont F. , "Subdivision surface watermarking. Computers & Graphics", 31(3): 480-492 (2007).
  • Isenburg M. and Snoeyink J. , "Face fixer compressing polygon meshes with properties", ACM Siggraph Conference Proc, pp. 263-270 (2001).
  • Jianhong S, Junsheng L. , and Zhiyong L. , "An Improved Algorithm of Digital Watermarking Based on Wavelet Transform", World Congress on Computer Science and Information Engineering (2009). DOI 10. 1109/CSIE. 2009. 150
  • JQ J. , MY D. , HJ B. and QS P. , "Watermarking on 3D mesh based on spherical wavelet transform", Journal of Zhejiang University SCIENCE pp. 251–258 (2004).
  • Kent, J. R. , Carlson, W. E. , and Parent, R. E. , "Shape Transformation for Polyhedral Objects", SIGGRAPH, Computer Graphics Proceedings, Annual Conference Series, ACM, p. 47-54 (1992).
  • Kundur D. and Hatzinakos D. , "Robust digital image watermarking method using wavelet-based fusion", Proc. of IEEE Int. Conf. on Image Processing, Vol. 1, pp. 544-547 (1997).
  • Laga H; Nakajima M; and Chihara, K. H. , "Discriminative spherical wavelet features for content-based 3D model retrieval", International Journal of shape modeling (2007).
  • Li Y. , Gou W. and Li B. , "A new digital watermark algorithm based on the DWT and SVD", 10th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (2011). DOI 10. 1109/DCABES. 2011. 7
  • Li L, Pan ZG, Sun SS and Wu XL "A private and lossless digital image watermarking system. In: Proceedings of second international conference on image and graphics, Hefei, China, SPIE, p. 365–70 (2002).
  • Li, L. , Zhang, D. , Pan, Z. , Shi, J. , Zhou, K. and Ye, K. , "Watermarking 3D Mesh by Spherical Parameterization. Computers and Graphics", 28(6), 981–989 (2004).
  • Maheshwari P. , Agarwal P. , and Prabhakaran B. , "Progressive compression invariant semi-fragile Watermarks for 3D meshes", in Proceedings of ACM Multimedia and Security Workshop (2007) (MM&Sec 2007), Dallas, TX , USA , pp. 245-25, (2007).
  • Ohbuchi R. , Masuda H. and Aono M. , "Watermarking multiple object types in three-dimensional models", Multimedia and Security Workshop at ACM Multimedia, Bristol, UK (1998).
  • Ohbuchi R. , Mukaiyama A. and Takahashi J. , "Watermarking a 3D shape model defined as a point set", International Conference on Cyberworlds (2004).
  • Ohbuchi R. , Nakazawa M. and Takei T. , "Retrieving 3D shapes based on their appearance", ACM SIGMM Workshop on Multimedia Information Retrieval, Berkeley, California, pp. 39–46 (2003).
  • Okagaki K. , and Takahashi K. , "Robustness Evaluation of Digital Watermarking Based on Discrete Wavelet Transform", Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (2010). DOI 10. 1109/IIHMSP. 2010. 36
  • Piperakis E. , "Transformations on 3D Objects Represented with Neural Networks", IEEE, Proceedings of the Third International Conference on 3-D Imaging and Modeling, (2001).
  • Piperakis E. , and Kumazawa I, "3D Polygon Mesh Compression with Multi Layer Feed Forward Neural Networks", Systemics, Cybernetics, and Informatics , Volume 1, Number 3, (2002).
  • Praun E. , Hoppe H. and Finkelstein A. , "Robust mesh watermarking", ACM SIGGRAPH, Los Angeles, California, pp. 49–56 (1999).
  • Quicken, M. , Brechbühler, C. , Hug, J. , Blattmann, H. , and Székely, G. , "Parameterization of Closed Surfaces for Parametric Surface Description", CVPR, p. 354-360 (2000).
  • Rumman N. A. , "Robust Digital Watermarking for Compressed three Dimensional Models Based on Polygonal Representation", Master of Science Degree Thesis in Computer Science, Faculty of Graduate Studies Al-Balqa' Applied University, Jordan, August, (2009).
  • Rumman N. A. , El-Seoud S. A. , Khatatneh K. F. , and Gutl C, "Geometry Compression for 3D Polygonal Models using a Neural Network", International Journal of Computer Applications (0975-8887)-Volume 1-No. 20, (2010).
  • Schröder P. and Sweldens W. , "Spherical wavelets: Efficiently representing functions on the sphere", ACM SIGGRAPH 95, 161-172 (1995).
  • Shusen S. , Li Li P. Z and Jiaoying S. , "Robust 3D model watermarking against geometric transformation", CAD/CG'2003, October 29–31, Macao. China ,p. 87–92 (2003).
  • Yeo B. , Yeung M. , "Watermarking 3-D Objects for Variations", IEEE Computer Graphics and Application, Vol. 19,36–45 (1999).
  • Zhou, K. , Bao, H. , and Shi, J. , "uniform digital geometry processing", journal of computer, 25(9):904-9 (2002).