DOI: https://doi.org/10.3103/S0735272719050029
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Watermark image

Digital movies tracking using scene-based watermarking system

Dolley Shukla, Manisha Sharma

Abstract


Digital watermarking can be used to prevent the illegal piracy of copyrighted digital video content. However to be successful as one of the application in the digital cinema, it must be imperceptibly embedded, reliably retrieved, secure against illicit removal. This paper proposes a novel watermarking technique for digital motion content in light of scene change detection using the discrete wavelet transform (DWT). To reduce the computational time, a watermark has been embedded in scene-changed frame. The scene-changed frames are detected by successive estimation of statistical measure technique, where the correlation is utilized as a measure. The performance of the proposed system has been analyzed using the mean square error, normalized correlation, bit error rate, and the similarity index. Empirical results reveal that the proposed method is greatly improved in comparison with the customary techniques in terms of the imperceptibility, recovery after the show capture with camcorder, speed and robustness under various attacks, such as the noise addition, Gaussian low pass filtering, geometrical shift, sharpening, and video attacks in the application of digital cinema. Since an illegal copy of the movie obtained by camcorder affects the geometrical features, in particular, the system has been tested and found to be resilient against geometrical attacks under various conditions.

Keywords


watermarking; video; piracy; copy protection

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References


YOO, G.S.; KIM, H. “Real-time video watermarking techniques robust against re-encoding,” J. Real-Time Image Proc., v.13, n.3, p.467, 2015. DOI: https://doi.org/10.1007/s11554-015-0557-8.

Digital Cinema System Specification Version 1.2, Digital Cinema Initiatives, LLC (2008). URI: http://www.dcimovies.com/DCIDigitalCinemaSystemSpecv1_2.pdf.

Anti-Piracy Fact Sheet Asia-Pacific Region. Motion Picture Association. URI: http://www.mpaa.org/AsiaPacificPiracyFact-heet.pdf.

SHUKLA, D.; SHARMA, M. “Performance evaluation of video watermarking system using discrete wavelet transform for four sub bands,” Proc. of Int. Conf. on Cyber Security, ICCS 25-28 Jul. 2016, 2016, p.39.

SHUKLA, D.; SHARMA, M. “A new approach for scene-based digital video watermarking using discrete wavelet transforms,” Int. J. Advanced Appl. Sci., v.5, n.2, p.148, 2018. DOI: https://doi.org/10.21833/ijaas.2018.02.022.

SHUKLA, D.; SHARMA, M. “Robust scene-based digital video watermarking scheme using level-3 DWT: Approach, evaluation, and experimentation,” Radioelectron. Commun. Syst., v.61, no.1, p.1, 2018. DOI: https://doi.org/10.3103/S0735272718010016.

RAWAT, Ritu; KAUSHIK, Nikita; TIWARI, Soumya. “Digital watermarking techniques,” Int. J. Advanced Res. Computer Commun. Eng., v.5, n.4, 2016. DOI: http://doi.org/10.17148/IJARCCE.2016.54123.

TIWARI, A.; SHARMA, M. “Novel watermarking scheme for image authentication using vector quantization approach,” Radioelectron. Commun. Syst., v.60, n.4, p.161, 2017. DOI: https://doi.org/10.3103/S0735272717040021.

LONE, Arshad Hassan; CHAUHAN, Reena. “Comparative analysis of DCT and DWT based novel methods for watermarking,” Int. Res. J. Eng. Technol., v.4, n.1, p.230, 2017. URI: https://www.irjet.net/archives/V4/i1/IRJET-V4I143.pdf.

MATHAI, N.J.; KUNDUR, D.; SHEIKHOLESLAMI, A. “Hardware implementation perspectives of digital video watermarking algorithms,” IEEE Trans. Signal Processing, v.51, n.4, p.925, 2003. DOI: https://doi.org/10.1109/TSP.2003.809382.

KO, C.-C.; KUO, Y.-L.; HSU, J.-M.; YANG, B.Z. “A multi-resolution video watermarking scheme integrated with feature detection,” J. Chinese Institute Engineers, v.36, n.7, p.878, 2013. DOI: http://dx.doi.org/10.1080/02533839.2012.747057.

SINGH, T.R.; SINGH, K.M.; ROY, S. “Robust video watermarking scheme based on visual cryptography,” Proc. of World Congress on Information and Communication Technologies, WICT, 30 Oct.-2 Nov. 2012, Trivandrum, India. IEEE, 2012, p.872-877. DOI: https://doi.org/10.1109/WICT.2012.6409198.

RAJAB, L.; AL-KHATIB, T.; AL-HAJ, Ali. “Video watermarking algorithms using the SVD transform,” European J. Sci. Res., v.30, n.3, p.389, 2009.

AL-TAWEEL, S. Ali M.; SUMARI, Putra; ALOMARI, Saleh Ali K.; HUSAIN, A.J.A. “Digital video watermarking in the discrete cosine transform domain,” J. Computer Sci., v.5, n.8, p.536, 2009. DOI: http://doi.org/10.3844/jcssp.2009.536.543.

MASOUMI, M.; AMIRI, S. “A blind scene-based watermarking for video copyright protection,” AEU - Int. J. Electronics Commun., v.67, n.6, p.528, 2013. DOI: https://doi.org/10.1016/j.aeue.2012.11.009.

ZHU, X.; DING, J.; DONG, H.; HU, K.; ZHANG, H. “Normalized correlation-based quantization modulation for robust watermarking,” IEEE Trans. Multimedia, v.16, n.7, p.1888, 2014. DOI: https://doi.org/10.1109/TMM.2014.2340695.

SINGH, T.R.; SINGH, K.M.; ROY, S. “Video watermarking scheme based on visual cryptography and scene change detection,” AEU - Int. J. Electronics Commun., v.67, n.8, p.645, 2013. DOI: https://doi.org/10.1016/j.aeue.2013.01.008.

KELKOUL, H.; ZAZ, Y. “Digital cinema watermarking state of art and comparison,” Int. J. Computer, Electrical, Automation, Control Inf. Eng., v.11, n.2, p.287, 2017. URI: http://scholar.waset.org/1307-6892/10006722.







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