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Published in: 3D Research 2/2019

01-06-2019 | 3DR Review

A Review on Anaglyph 3D Image and Video Watermarking

Authors: Dorra Dhaou, Saoussen Ben Jabra, Ezzeddine Zagrouba

Published in: 3D Research | Issue 2/2019

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Abstract

Thanks to the rapid growth of internet and the advanced development of 3D technology, 3D images and videos are proliferated over the networks. However, this causes several insecurity problems, and protecting this type of media has become a main challenge for many researchers. 3D watermarking is considered as an efficient solution for 3D data protection. In fact, it consists in embedding a secret key into a 3D content to protect it and in trying to extract it after any attack applied on marked 3D data. Anaglyph is the most popular and economical method among different 3D visualization methods. For this reason, it has become used for many 3D applications. Hence, 3D anaglyph watermarking presents an important research area, and several techniques have been proposed in order to protect this type of media. In this survey paper, the existing anaglyph 3D images and videos watermarking techniques are discussed. This discussion shows that the anaglyph video watermarking field is still not mature and new techniques should be proposed to improve the invisibility/robustness trade-off. In addition, based on the study of anaglyph generation methods, it is concluded that signature can be embedded during the generation stage.

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Literature
1.
go back to reference Chammem, A., Mitrea, M., & Prêteux, F. (2013). Stereoscopic video watermarking: A comparative study. Annals of Telecommunications, 68(11–12), 673–690.CrossRef Chammem, A., Mitrea, M., & Prêteux, F. (2013). Stereoscopic video watermarking: A comparative study. Annals of Telecommunications, 68(11–12), 673–690.CrossRef
2.
go back to reference Luo, T., Jiang, G., Wang, X., Yu, M., Shao, F., & Peng, Z. (2014). Stereo image watermarking scheme for authentication with self-recovery capability using interview reference sharing. Multimedia Tools and Applications, 73(3), 1077–1102.CrossRef Luo, T., Jiang, G., Wang, X., Yu, M., Shao, F., & Peng, Z. (2014). Stereo image watermarking scheme for authentication with self-recovery capability using interview reference sharing. Multimedia Tools and Applications, 73(3), 1077–1102.CrossRef
3.
go back to reference Luo, T., Jiang, G., Yu, M., Shao, F., Peng, Z., & Ho, Y. S. (2014). Stereo matching based stereo image watermarking for tamper detection and recovery. International Journal of Computational Intelligence Systems, 7(5), 874–881.CrossRef Luo, T., Jiang, G., Yu, M., Shao, F., Peng, Z., & Ho, Y. S. (2014). Stereo matching based stereo image watermarking for tamper detection and recovery. International Journal of Computational Intelligence Systems, 7(5), 874–881.CrossRef
4.
go back to reference Luo, T., Jiang, G., Yu, M., & Xu, H. (2016). Asymmetric self-recovery oriented stereo image watermarking method for three dimensional video system. Multimedia Systems, 22(5), 641–655.CrossRef Luo, T., Jiang, G., Yu, M., & Xu, H. (2016). Asymmetric self-recovery oriented stereo image watermarking method for three dimensional video system. Multimedia Systems, 22(5), 641–655.CrossRef
5.
go back to reference Luo, T., Jiang, G., Yu, M., Xu, H., & Shao, F. (2016). Interview local texture analysis based stereo image reversible data hiding. Digital Signal Processing, 48(c), 116–129.MathSciNetCrossRef Luo, T., Jiang, G., Yu, M., Xu, H., & Shao, F. (2016). Interview local texture analysis based stereo image reversible data hiding. Digital Signal Processing, 48(c), 116–129.MathSciNetCrossRef
6.
go back to reference MacKay, H. C. (1953). Three-dimensional photography. New York: American Photographic Publishing Company. MacKay, H. C. (1953). Three-dimensional photography. New York: American Photographic Publishing Company.
7.
go back to reference Dubois, E. (2001). A projection method to generate anaglyph stereo images. In IEEE International conference on acoustics, speech, and signal processing, (ICASSP’01) (Vol. 3, pp. 1661–1664). Dubois, E. (2001). A projection method to generate anaglyph stereo images. In IEEE International conference on acoustics, speech, and signal processing, (ICASSP’01) (Vol. 3, pp. 1661–1664).
8.
go back to reference McAllister, D. F., Zhou, Y., & Sullivan, S. (2010). Methods for computing color anaglyphs. Stereoscopic Displays and Applications XXI. International Society for Optics and Photonics, 7524, 75240S.CrossRef McAllister, D. F., Zhou, Y., & Sullivan, S. (2010). Methods for computing color anaglyphs. Stereoscopic Displays and Applications XXI. International Society for Optics and Photonics, 7524, 75240S.CrossRef
9.
go back to reference Li, S., Ma, L., & Ngan, K. N. (2013). Anaglyph image generation by matching color appearance attributes. Signal Processing: Image Communication, 28(6), 597–607. Li, S., Ma, L., & Ngan, K. N. (2013). Anaglyph image generation by matching color appearance attributes. Signal Processing: Image Communication, 28(6), 597–607.
10.
go back to reference Ideses, I., & Yaroslavsky, L. (2005). Three methods that improve the visual quality of colour anaglyphs. Journal of Optics A: Pure and Applied Optics, 7(12), 755.CrossRef Ideses, I., & Yaroslavsky, L. (2005). Three methods that improve the visual quality of colour anaglyphs. Journal of Optics A: Pure and Applied Optics, 7(12), 755.CrossRef
11.
go back to reference Sanftmann, H., & Weiskopf, D. (2011). Anaglyph stereo without ghosting. Computer Graphics Forum, 30(4), 1251–1259.CrossRef Sanftmann, H., & Weiskopf, D. (2011). Anaglyph stereo without ghosting. Computer Graphics Forum, 30(4), 1251–1259.CrossRef
12.
go back to reference Matsuura, F., & Fujisawa, N. (2008). Anaglyph stereo visualization by the use of a single image and depth information. Journal of Visualization, 11(1), 79–86.CrossRef Matsuura, F., & Fujisawa, N. (2008). Anaglyph stereo visualization by the use of a single image and depth information. Journal of Visualization, 11(1), 79–86.CrossRef
13.
go back to reference Diaz, E. R., & Ponomaryov, V. (2010). Reconstruction of 3D video from 2d real-life sequences Reconstrucción de video 3d desde secuencias reales en 2D. Revista Facultad de Ingeniería Universidad de Antioquia, 56, 111–121. Diaz, E. R., & Ponomaryov, V. (2010). Reconstruction of 3D video from 2d real-life sequences Reconstrucción de video 3d desde secuencias reales en 2D. Revista Facultad de Ingeniería Universidad de Antioquia, 56, 111–121.
14.
go back to reference Lu, Z., Rehman, S. U., Khan, M. S. L., & Li, H. (2013). Anaglyph 3D stereoscopic visualization of 2D video based on fundamental matrix. In IEEE international conference on virtual reality and visualization (ICVRV) (pp. 305–308). Lu, Z., Rehman, S. U., Khan, M. S. L., & Li, H. (2013). Anaglyph 3D stereoscopic visualization of 2D video based on fundamental matrix. In IEEE international conference on virtual reality and visualization (ICVRV) (pp. 305–308).
15.
go back to reference Kushwah, D. S., & Agrawal, P. K. (2014). A survey on digital image watermarking techniques and attacks. Ultra Scientist, 26(3), 221–226. Kushwah, D. S., & Agrawal, P. K. (2014). A survey on digital image watermarking techniques and attacks. Ultra Scientist, 26(3), 221–226.
16.
go back to reference Garcia, E., & Dugelay, J. L. (2003). Texture-based watermarking of 3D video objects. IEEE Transactions on Circuits and Systems for Video Technology, 13(8), 853–866.CrossRef Garcia, E., & Dugelay, J. L. (2003). Texture-based watermarking of 3D video objects. IEEE Transactions on Circuits and Systems for Video Technology, 13(8), 853–866.CrossRef
17.
go back to reference Franco-Contreras, J., Baudry, S., & Doërr, G. (2011). Virtual view invariant domain for 3D video blind watermarking. In 18th IEEE international conference on image processing (ICIP) (pp. 2761–2764). Franco-Contreras, J., Baudry, S., & Doërr, G. (2011). Virtual view invariant domain for 3D video blind watermarking. In 18th IEEE international conference on image processing (ICIP) (pp. 2761–2764).
18.
go back to reference Gao, X., Zhang, C., Huang, Y., & Deng, Z. (2012). A robust high-capacity affine-transformation-invariant scheme for watermarking 3D geometric models. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 8(2S), 34. Gao, X., Zhang, C., Huang, Y., & Deng, Z. (2012). A robust high-capacity affine-transformation-invariant scheme for watermarking 3D geometric models. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 8(2S), 34.
19.
go back to reference Patana, E., Safonov, I., & Rychagov, M. (2012). Adaptive 3D color anaglyph generation for printing. In The 22nd international conference on computer graphics and vision (pp. 055-060). Patana, E., Safonov, I., & Rychagov, M. (2012). Adaptive 3D color anaglyph generation for printing. In The 22nd international conference on computer graphics and vision (pp. 055-060).
20.
go back to reference Nasir, I. A., & Abdurrman, A. B. (2013). A robust color image watermarking scheme based on image normalization. Lecture Notes in Engineering & Computer Science, 2206(1), 2238–2243. Nasir, I. A., & Abdurrman, A. B. (2013). A robust color image watermarking scheme based on image normalization. Lecture Notes in Engineering & Computer Science, 2206(1), 2238–2243.
21.
go back to reference Prathap, I., & Anitha, R. (2014). Robust and blind watermarking scheme for three dimensional anaglyph images. Computers & Electrical Engineering, 40(1), 51–58.CrossRef Prathap, I., & Anitha, R. (2014). Robust and blind watermarking scheme for three dimensional anaglyph images. Computers & Electrical Engineering, 40(1), 51–58.CrossRef
22.
go back to reference Usha, D., & Rakesh, Y. (2014). Generation of digital watermarked anaglyph 3D image using DWT. SSRG International Journal of Electronics and Communication Engineering (SSRG-IJECE), 1(7), 33–37. Usha, D., & Rakesh, Y. (2014). Generation of digital watermarked anaglyph 3D image using DWT. SSRG International Journal of Electronics and Communication Engineering (SSRG-IJECE), 1(7), 33–37.
23.
go back to reference Masoumi, M., & Amiri, S. (2013). A blind scene-based watermarking for video copyright protection. AEU—International Journal of Electronics and Communications, 67(6), 528–535.CrossRef Masoumi, M., & Amiri, S. (2013). A blind scene-based watermarking for video copyright protection. AEU—International Journal of Electronics and Communications, 67(6), 528–535.CrossRef
24.
go back to reference Masoumi, M., Rezaei, M., & Hamza, A. B. (2015). A blind spatio-temporal data hiding for video ownership verification in frequency domain. AEU—International Journal of Electronics and Communications, 69(12), 18681879.CrossRef Masoumi, M., Rezaei, M., & Hamza, A. B. (2015). A blind spatio-temporal data hiding for video ownership verification in frequency domain. AEU—International Journal of Electronics and Communications, 69(12), 18681879.CrossRef
25.
go back to reference Patel, R., & Parth, B. (2015). Robust watermarking for anaglyph 3D images using DWT techniques. International Journal of Engineering and Technical Research (IJETR), 3(6), 55–58. Patel, R., & Parth, B. (2015). Robust watermarking for anaglyph 3D images using DWT techniques. International Journal of Engineering and Technical Research (IJETR), 3(6), 55–58.
26.
go back to reference Zadokar, S. R., Raskar, V. B., & Shinde, S. V. (2013). A digital watermarking for anaglyph 3D images. In 2013 IEEE international conference on advances in computing, communications and informatics (ICACCI) (pp. 483–488). Zadokar, S. R., Raskar, V. B., & Shinde, S. V. (2013). A digital watermarking for anaglyph 3D images. In 2013 IEEE international conference on advances in computing, communications and informatics (ICACCI) (pp. 483–488).
27.
go back to reference Zadokar, S. R., & Rathod, R. B. (2015). A robust DWT watermarking for 3D images. International Journal on Emerging Trends in Technology (IJETT), 2(1), 210–214. Zadokar, S. R., & Rathod, R. B. (2015). A robust DWT watermarking for 3D images. International Journal on Emerging Trends in Technology (IJETT), 2(1), 210–214.
28.
go back to reference Devi, H. S., Imphal, T., & Singh, K. M. (2016). A robust and optimized 3D red-cyan anaglyph blind image watermarking in the DWT domain. Contemporary Engineering Sciences, 9(32), 1575–1589.CrossRef Devi, H. S., Imphal, T., & Singh, K. M. (2016). A robust and optimized 3D red-cyan anaglyph blind image watermarking in the DWT domain. Contemporary Engineering Sciences, 9(32), 1575–1589.CrossRef
29.
go back to reference Munoz-Ramirez, D. O., Reyes-Reyes, R., Ponomaryov, V., & Cruz-Ramos, C. (2015). Invisible digital color watermarking technique in anaglyph 3D images. In 12th IEEE international conference on electrical engineering, computing science and automatic control (CCE) (pp. 1–6). Munoz-Ramirez, D. O., Reyes-Reyes, R., Ponomaryov, V., & Cruz-Ramos, C. (2015). Invisible digital color watermarking technique in anaglyph 3D images. In 12th IEEE international conference on electrical engineering, computing science and automatic control (CCE) (pp. 1–6).
30.
go back to reference Rakesh, Y., & Krishna, R. (2016). Digital watermarked anaglyph 3D images using FrFT. International Journal of Computer Trends and Technology (IJCTT), 41(2), 77–80. Rakesh, Y., & Krishna, R. (2016). Digital watermarked anaglyph 3D images using FrFT. International Journal of Computer Trends and Technology (IJCTT), 41(2), 77–80.
31.
go back to reference Wang, C., Han, F., & Zhuang, X. (2015). Robust digital watermarking scheme of anaglyphic 3D for RGB color images. International Journal of Image Processing (IJIP), 9(3), 156. Wang, C., Han, F., & Zhuang, X. (2015). Robust digital watermarking scheme of anaglyphic 3D for RGB color images. International Journal of Image Processing (IJIP), 9(3), 156.
32.
go back to reference Devi, H. S., & Singh, K. M. (2017). A novel, efficient, robust, and blind imperceptible 3D anaglyph image watermarking. Arabian Journal for Science and Engineering, 42(8), 3521–3533.CrossRef Devi, H. S., & Singh, K. M. (2017). A novel, efficient, robust, and blind imperceptible 3D anaglyph image watermarking. Arabian Journal for Science and Engineering, 42(8), 3521–3533.CrossRef
33.
go back to reference Asikuzzaman, M., Alam, M. J., Lambert, A. J., & Pickering, M. R. (2016). Robust DT CWT-based DIBR 3D video watermarking using chrominance embedding. IEEE Transactions on Multimedia, 18(9), 1733–1748.CrossRef Asikuzzaman, M., Alam, M. J., Lambert, A. J., & Pickering, M. R. (2016). Robust DT CWT-based DIBR 3D video watermarking using chrominance embedding. IEEE Transactions on Multimedia, 18(9), 1733–1748.CrossRef
34.
go back to reference Rana, S., & Sur, A. (2015). 3D video watermarking using DT-DWT to resist synthesis view attack. In 23rd European signal processing conference (EUSIPCO) (pp. 46–50). Rana, S., & Sur, A. (2015). 3D video watermarking using DT-DWT to resist synthesis view attack. In 23rd European signal processing conference (EUSIPCO) (pp. 46–50).
35.
go back to reference Waleed, J., Jun, H. D., Hameed, S., Hatem, H., & Majeed, R. (2013). Integral algorithm to embed imperceptible watermark into anaglyph 3D video. International Journal of Advancements in Computing Technology, 5(13), 163. Waleed, J., Jun, H. D., Hameed, S., Hatem, H., & Majeed, R. (2013). Integral algorithm to embed imperceptible watermark into anaglyph 3D video. International Journal of Advancements in Computing Technology, 5(13), 163.
36.
go back to reference Salih, J. W., Abid, S. H., & Hasan, T. M. (2015). Imperceptible 3D video watermarking technique based on scene change detection. International Journal of Advanced Science and Technology, 82, 11–22.CrossRef Salih, J. W., Abid, S. H., & Hasan, T. M. (2015). Imperceptible 3D video watermarking technique based on scene change detection. International Journal of Advanced Science and Technology, 82, 11–22.CrossRef
37.
go back to reference Dhaou, D., Jabra, S. B., & Zagrouba, E. (2018). An efficient group of pictures decomposition based watermarking for anaglyph 3D video. In The 13th international joint conference on computer vision, imaging and computer graphics theory and applications (VISIGRAPP 2018, VISAPP) (Vol. 4, pp. 501–510). Dhaou, D., Jabra, S. B., & Zagrouba, E. (2018). An efficient group of pictures decomposition based watermarking for anaglyph 3D video. In The 13th international joint conference on computer vision, imaging and computer graphics theory and applications (VISIGRAPP 2018, VISAPP) (Vol. 4, pp. 501–510).
Metadata
Title
A Review on Anaglyph 3D Image and Video Watermarking
Authors
Dorra Dhaou
Saoussen Ben Jabra
Ezzeddine Zagrouba
Publication date
01-06-2019
Publisher
3D Display Research Center
Published in
3D Research / Issue 2/2019
Electronic ISSN: 2092-6731
DOI
https://doi.org/10.1007/s13319-019-0223-1

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