Browse > Article
http://dx.doi.org/10.5573/IEIESPC.2015.4.1.022

Analysis of the JND-Suppression Effect in Quantization Perspective for HEVC-based Perceptual Video Coding  

Kim, Jaeil (Department of Information and Communications, KAIST)
Kim, Munchurl (Department of Information and Communications, KAIST)
Publication Information
IEIE Transactions on Smart Processing and Computing / v.4, no.1, 2015 , pp. 22-27 More about this Journal
Abstract
Transform-domain JND (Just Noticeable Difference)-based for PVC (Perceptual Video Coding) is often performed in quantization processes to effectively remove perceptual redundancy. This study examined the JND-suppression effects on quantized coefficients of transform in HEVC (High Efficiency Video Coding). To reveal the JND-suppression effect in quantization, the properties of the floor functions were used for modeling the quantized coefficients, and a JND-adjustment process in an HEVC-compliant PVC scheme was used to tune the JND values by analyzing the JND suppression effect. In the experimental results, the bitrate reduction decreases slightly, but the PSNR and perceptual quality are improved significantly when the proposed JND adjustment process is applied.
Keywords
Perceptual video coding; Quantization; HEVC;
Citations & Related Records
연도 인용수 순위
  • Reference
1 G. J. Sullivan, J.-R. Ohm, W.-J. Han, T. Wiegand, "Overview of the High Efficiency Video Coding (HEVC) Standard." IEEE Trans. Circuits Syst. Video Technol., vol. 22, no. 12, pp. 1649-1668, Dec. 2012.   DOI   ScienceOn
2 J.-R. Ohm, G. J. Sullivan, H. Schwarz, T. K. Tan, T. Wiegand, "Comparison of the Coding Efficiency of Video Coding Standards- Including High Efficiency Video Coding (HEVC)," IEEE Trans. Circuits Syst. Video Technol., vol. 22, no. 12, pp. 1669-1684, Dec. 2012.   DOI   ScienceOn
3 Y. Xiaokang, et al., "Motion-compensated residue preprocessing in video coding based on justnoticeable-distortion profile," IEEE Trans. Circuits Syst. Video Technol., vol.15, no. 6, pp. 742-752, Jun. 2005.   DOI   ScienceOn
4 W. Zhenyu and K. N. Ngan, "Spatio-Temporal Just Noticeable Distortion Profile for Grey Scale Image/Video in DCT Domain," IEEE Trans. Circuits Syst. Video Technol., vol.19, no. 3, pp. 337-346, Mar. 2009.   DOI   ScienceOn
5 Z. Chen and C. Guillemot, "Perceptually-Friendly H.264/AVC Video Coding Based on Foveated Just-Noticeable-Distortion Model," IEEE Trans. Circuits Syst. Video Technol., vol. 20, no. 6, pp. 806-819, Jun. 2010.   DOI   ScienceOn
6 M. Naccari and F. Pereira, "Advanced H.264/AVCBased Perceptual Video Coding: Architecture, Tools, and Assessment," IEEE Trans. Circuits Syst. Video Technol., vol. 21, no. 6, pp. 766-782, Jun. 2011.   DOI   ScienceOn
7 M. Naccari and F. Pereira, "Integrating a spatial just noticeable distortion model in the under development HEVC codec," Proc IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 817-820, Prague, Czech Republic, May 2011.
8 Z. Luo, L. Song, S. Zheng, and N. Ling, "H.264/Advanced Video Control Perceptual Optimization Coding Based on JND-Directed Coefficient Suppression," IEEE Trans. Circuits Syst. Video Technol., vol. 23, no. 6, pp. 935-948, Jun. 2013.   DOI   ScienceOn
9 J. Kim, M. Kim, "An HEVC-Compliant Perceptual Video Coding Scheme based on JND Models for Variable Block-sized Transform Kernels", IEEE Trans. Circuits Syst. Video Technol., to be published, 2015.
10 B. M. Stephen, R. Anthony, Discrete Algorithmic Mathematics, Third Edition, CRC Press, 2005.
11 HM reference software 11.0.