An Adaptive Data Hiding Method for Compressed Videos in HEVC Standard
محورهای موضوعی : Journal of Computer & RoboticsMozhgan Zamani 1 , Mohammadreza Ramezanpour 2
1 - Department of computer engineering, Mobarakeh Branch, Islamic Azad University, Isfahan, Iran
2 - Department of Computer Engineering, Mobarakeh Branch, Islamic Azad University, Mobarakeh, Isfahan, Iran
کلید واژه: Data hiding, Prediction mode, HEVC standard, Intra prediction,
چکیده مقاله :
High efficiency video coding (HEVC) standard is highly contributive in data hiding. Combining the HEVC standard with data hiding methods is a complex task, and because the highly efficient coding process is a powerful attack, eliminating some of the original video data would not have a significant effect on obtaining the best compression rates and transmission efficiency. The data embedded in the pixels is lost when compressed with the HEVC standard. In order to solve this problem, we need to use features other than the pixel value .In this paper, an efficient data hiding method is proposed through intra prediction modes in HEVC, where the intra prediction modes is applied as the secret data carrier obtained from the N smallest prediction units. The experimental results show that the average PSNR decreased by 0.11 db, while the bit rate increased by on average 0.25%.
[1] Bo, P. and Y. Jie (2018). "A Reversible Information Hiding Method Based on HEVC." IFAC-PapersOnLine 51(17): 238-243.
[2] Hou, D., Wang, H., Zhang, W., & Yu, N. (2018). Reversible data hiding in JPEG image based on DCT frequency and block selection. Signal Processing, 148, 41-47.
[3] Liu, X., Ding, W., Shi, Y., & Yin, B. (2018). Content adaptive interpolation filters based on HEVC framework. Journal of Visual Communication and Image Representation, 56, 131-38.
[4] Long, M., Peng, F., & Li, H.-y. (2018). Separable reversible data hiding and encryption for HEVC video. Journal of Real-Time Image Processing, 14(1), 171-182 .
[5] Swati, S., Hayat, K., & Shahid, Z. (2014). A watermarking scheme for high efficiency video coding (HEVC). PloS one, 9(8), e105613.
[6] Gui, F., & Xue, H. (2017). A Reversible Data Hiding Scheme for HEVC. Paper presented at the 2017 10th International Symposium on Computational Intelligence and Design (ISCID).
[7] Chang, P.-C., Chung, K.-L., Chen, J.-J., Lin, C.-H., & Lin, T.-J. (2014). A DCT/DST-based error propagation-free data hiding algorithm for HEVC intra-coded frames. Journal of Visual
Communication and Image Representation, 25(2), 239-253
[8] J. Wang, R. Wang, W .Li, D. Xu, and M. Huang, "A high-capacity information hiding algorithm for HEVC based on intra prediction mode," J. Comput. Inform. Syst, vol. 10, pp. 8933-8943, 2014.
[9] Liu, Y., Liu, S., Zhao, H., & Liu, S. (2019). A new data hiding method for H. 265/HEVC video streams without intra-frame distortion drift. Multimedia Tools and Applications, 78(6), 6459-6486.
[10] Kim, C., Shin, D., Leng, L., & Yang, C. N. (2018). Lossless data hiding for absolute moment block truncation coding using histogram modification. Journal of Real-Time Image Processing, 14(1), 101-114.
[11] Kim, C., Shin, D., Leng, L., & Yang, C. N. (2018). Separable reversible data hiding in encrypted halftone image. Displays, 55, 71-79.
[12] Li, D., Zhang, Y., Li, X., Niu, K., Yang, X., & Sun, Y. (2019). Two-dimensional histogram modification based reversible data hiding using motion vector for H. 264. Multimedia Tools and Applications, 78(7), 8167-8181.
[13] Saberi, Y., Ramezanpour, M., & Khorsand, R. (2020). An efficient data hiding method using the intra prediction modes in HEVC. Multimedia Tools and Applications, 79(43), 33279-33302.
[14] Cheddad, A., Condell, J., Curran, K., & Mc Kevitt, P. (2010). Digital image steganography: Survey and analysis of current methods. Signal Processing, 90(3), 727-752.
[15] Wang, J., Jia, X., Kang, X., & Shi, Y.-Q. (2019). A cover selection HEVC video steganography based on intra prediction mode. IEEE Access, 7, 119393-119402 .
[16] Dong, Y., Sun, T., & Jiang, X. (2018). A High Capacity HEVC Steganographic Algorithm Using Intra Prediction Modes in Multi-sized Prediction Blocks. Paper presented at the International Workshop on Digital Watermarking.
[17] https://hevc.hhi.fraunhofer.de/trac/hevc/browser#tags.
[18] S. Sharda and S. Budhiraja, "Image steganography: A review," International Journal of Emerging Technology and Advanced Engineering (IJETAE), vol. 3, pp. 707-710, 2013.
[19] Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: from error visibility to structural similarity," IEEE transactions on image processing, vol. 13, pp. 600, 2018.
