Abstract
Versatile video coding standard known as H.266/VVC has been adopted by the Joint Video Experts Team in July 2020 Bross et al. (ITU-T and ISO/IEC JVET-S2001, 2020). It is the latest video coding standard with advanced tools to enhance coding efficiency. Notably, H.266/VVC introduces new techniques, including Multiple Transform Selection (MTS). In this paper, detailed descriptions of the new transform coding development in VVC standard are presented. The study also highlights the impact of the MTS on the VVC encoder performance through experimental research using VVC reference software VTM-14 for random access configuration. The experimental results show an increase of 8.35% in terms of time execution with an improvement of 1% in the quality of the reconstructed video along with a reduction of 1% in bitrate for a quantification parameter QP equal to 32. For a QP equal to 22, there is an increase of 15.8% in terms of time execution with an improvement of 0.056% in the quality of the reconstructed video along with a reduction of 0.445% in bitrate.
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References
Cisco annual internet report (2018-2023). https://www.cisco.com/c/en/us/solutions/collateral/executive-perspectives/annual-internet-report/white-paper-c11-741490.html
Bross, B., Chen, J., Liu, S., Wang, Y.: Versatile video coding (draft 10). ITU-T and ISO/IEC JVET-S2001 (2020)
Bross, B., Chen, J., Ohm, J., et al.: Developments in international video coding standardization after avc, with an overview of versatile video coding (vvc). Proc. IEEE 109(9), 1463–1493 (2021)
Granai, L., Maggio, E., Peotta, L., et al.: Hybrid video coding based on bidimensional matching pursuit. EURASIP J. Adv. Signal Process. 2004, 408254 (2004)
Sidaty, N., Hamidouche, W., Deforges, O., Philippe, P.: Compression efficiency of the emerging video coding tools. In: IEEE International Conference on Image Processing (ICIP), pp. 2996–3000 (2017)
Video codec for audiovisual services at p x 64 kbit/s. In: Document ITU-T Rec. H.261 (1990)
Information technology-coding of moving pictures and associated audio for digital storage media at up to about 1.5 mbit/s: Video. In: Document ISO/IEC 11172-2 MPEG-1 (1993)
Information technology-generic coding of moving pictures and associated audio information: Video. In: Document ITU-T Rec. H.262 and ISO/IEC 13818-2 MPEG-2 (1995)
Video coding for low bitrate communication, document itu-t rec. h.263 version 1, 1995, version 2,. In: Document ITU-T Rec. H.262 and ISO/IEC 13818-2 MPEG-2 (1997)
Wiegand, T., Bjontegaard, G., Sullivan, G.J., Luthra, A.: Overview of the H.264/avc video coding standard. IEEE Trans. Circuits Syst. Video Technol. 13(7), 560–576 (2003)
Zhao, X., Kim, S., Zhao, Y., Egilmez, H., Koo, M., Liu, S., Lainema, J., Karczewicz, M.: Transform coding in the VVC standard. IEEE Trans. Circuits Syst. Video Technol. 31(10), 3878–3890 (2021)
VTM VVC reference software (2021). https://vcgit.hhi.fraunhofer.de/jvet/VVCSoftware_VTM/-/tree/VTM-14.0
VTM VVC reference software (2021). https://vcgit.hhi.fraunhofer.de/jvet/VVCSoftware-VTM
HM HEVC reference software (2021). https://vcgit.hhi.fraunhofer.de/jvet/HM
Chien, W., Boyce, J., Chen, W., et al.: JVET AHG report: Tool reporting procedure (AHG13). JVET 13 (2020)
Bjontegaard, G.: Calculation of average PSNR differences between RD-curves. ITU SG16 Doc. VCEG-M33 (2001)
Cham, W.-K.: Development of integer cosine transforms by the principle of dyadic symmetry. IEE Proc. I (Commun. Speech Vis.) 136(4), 276–282 (1989)
Bross, B., Wang, Y., Ye, Y., et al.: Overview of the versatile video coding (VVC) standard and its applications. IEEE Trans. Circuits Syst. Video Technol. 31(10), 3736–3764 (2021)
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SS and MB conceived the idea. SS composed and wrote the manuscript. TD refined the article’s overall structure and substantially contributing to its content. MB evaluated and enriched the manuscript. MS refined the article, corrected and enriched the manuscript. MJ evaluated, corrected and enriched the manuscript.
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Samir, S., Damak, T., Saumard, M. et al. Performance analysis of MTS on the VVC encoder. SIViP 18, 1671–1681 (2024). https://doi.org/10.1007/s11760-023-02867-7
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DOI: https://doi.org/10.1007/s11760-023-02867-7