A PRE-FILTERING APPROACH TO EXPLOIT DECOUPLED PREDICTION AND TRANSFORM BLOCK STRUCTURES IN VIDEO CODING

被引:0
|
作者
Chen, Yue [1 ]
Rose, Kenneth [1 ]
Han, Jingning [2 ]
Mukherjee, Debargha [2 ]
机构
[1] Univ Calif Santa Barbara, Dept Elect & Comp Engn, Santa Barbara, CA 93106 USA
[2] Google Inc, Mountain View, CA 94043 USA
关键词
Transform coding; HEVC; VP9; video coding;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Recent video coding techniques allow for decoupling of the transform block partition from that employed for prediction. For example, HEVC allows a transform block to overlap multiple prediction blocks. This paper is premised on the observation that in order to truly realize the potential of such enhanced flexibility, it is necessary to account for and mitigate considerable side effects due to stitching together independently predicted blocks, including the emergence of spurious high frequency components from sharp transitions across boundaries, which undermine the transform efficacy. The proposed solution involves an appropriately designed pre-filtering approach to mitigate boundary transition effects whenever a transform spans data from multiple prediction blocks. Moreover, this filtering technique enables extending the flexibility in decoupling prediction and transform structures, as various restrictions may now be eliminated. In particular, it makes it possible and beneficial to allow a transform block to span residual data from both inter and intra predicted blocks, whereas HEVC necessarily forces a single type of prediction in each coding unit. The method is further extended to include motion refinement that accounts for the pre-filtering approach. Experiments provide evidence for consistent coding gains over HEVC and VP9.
引用
收藏
页码:4137 / 4140
页数:4
相关论文
共 50 条
  • [1] Adaptive Gaussian Low-pass Pre-filtering for Perceptual Video Coding
    Wiratama W.
    Ahn Y.-J.
    Marzuki I.
    Sim D.
    Sim, Donggyu (dgsim@kw.ac.kr), 2018, Institute of Electronics Engineers of Korea (07): : 366 - 377
  • [2] Study on pre-filtering in Fourier transform profilometry
    College of Mechanical and Electronic Engineering, China University of Petroleum, Dongying 257061, China
    不详
    Zhongguo Shiyou Daxue Xuebao (Ziran Kexue Ban), 2007, 6 (92-97):
  • [3] Efficient block-based coding of noise images by combining pre-filtering and DCT
    Kim, SD
    Jang, SK
    Kim, MJ
    Ra, JB
    ISCAS '99: PROCEEDINGS OF THE 1999 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 4: IMAGE AND VIDEO PROCESSING, MULTIMEDIA, AND COMMUNICATIONS, 1999, : 37 - 40
  • [4] Content adaptive pre-filtering for video compression
    Saeedi, Mehdi
    Ivanovic, Boris
    Stolarczyk, Tomasz
    Amer, Ihab
    Sines, Gabor
    SIGNAL IMAGE AND VIDEO PROCESSING, 2020, 14 (05) : 935 - 943
  • [5] Content adaptive pre-filtering for video compression
    Mehdi Saeedi
    Boris Ivanovic
    Tomasz Stolarczyk
    Ihab Amer
    Gabor Sines
    Signal, Image and Video Processing, 2020, 14 : 935 - 943
  • [6] Efficient block-based coding of noisy images by combining pre-filtering and DCT
    Kim, SD
    Jang, SK
    Kim, MJ
    Ra, JB
    ELECTRONICS LETTERS, 1999, 35 (20) : 1717 - 1719
  • [7] Wavelets Pre-Filtering in Wind Speed Prediction
    Faria, Diogo L.
    Castro, Rui
    Philippart, Claudia
    Gusmao, Alexandre
    2009 INTERNATIONAL CONFERENCE ON POWER ENGINEERING, ENERGY AND ELECTRICAL DRIVES, 2009, : 168 - +
  • [8] IMPROVEMENT ALGORITHM OF VIDEO CODING EFFICIENCY USING PRE-FILTERING AND POST-FILTERING BASED ON GLOBAL MOTION COMPENSATION
    Ryu, Ho Hyeong
    Choi, Kwang Yeon
    Song, Byung Cheol
    2016 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2016,
  • [9] Application of Discrete Cosine Transform for Pre-Filtering Signals in Electrogastrography
    Komorowski, Dariusz
    Mika, Barbara
    INNOVATIONS IN BIOMEDICAL ENGINEERING, 2018, 623 : 125 - 132
  • [10] Random Walk with Pre-filtering for Social Link Prediction
    Jin, Ting
    Xu, Tong
    Chen, Enhong
    Liu, Qi
    Ma, Haiping
    Lv, Jingsong
    Hu, Guoping
    2013 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2013, : 139 - 143