Multi-level complexity reduction for HEVC multiview coding

被引:0
|
作者
Caoyang Jiang
Saeid Nooshabadi
机构
[1] Michigan Tech,Department of Electrical and Computer Engineering
来源
关键词
HEVC; H.265; Multiview; Motion and density estimation; Quantization; Coding tree unit; GPU;
D O I
暂无
中图分类号
学科分类号
摘要
Standardized in 2014, multiview extension of high efficiency video coding (MV-HEVC) offers significantly better compression performance of up to 50% for multiview and 3D videos compared to multiple independent single view HEVC coding. However, the extreme high computational complexity of MV-HEVC demands significant optimization of the encoder. In this work, we propose a series of optimization techniques at various levels of abstraction: non-aggregation massively parallel motion estimation (ME) and disparity estimation (DE) for prediction units, fractional and bidirectional ME/DE, quantization parameter-based early termination of coding tree unit (CTU), and optimized resource-scheduled wave front parallel processing for CTU. When evaluated over three views for all available official multiview video coding test sequences, proposed optimization outperforms the anchor encoder by average factor of 5.4 at the cost of 4.4% bitrate (DBR) increase at no loss in PSNR, or alternatively a PSNR degradation of 0.12 dB at no change to the DBR.
引用
收藏
页码:197 / 213
页数:16
相关论文
共 50 条
  • [31] Multi-level Sparse Coding for Human Action Recognition
    Luo, Huiwu
    Lu, Huanzhang
    2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL. 1, 2016, : 460 - 463
  • [32] Modular reduction by multi-level table lookup
    Parhami, B
    40TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 1998, : 381 - 384
  • [33] LOW-COMPLEXITY ASYMMETRIC MULTIVIEW VIDEO CODING
    Chen, Ying
    Liu, Shujie
    Wang, Ye-Kui
    Hannuksela, Miska M.
    Li, Houqiang
    Gabbouj, Moncef
    2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4, 2008, : 773 - +
  • [34] A Low Complexity Deblocking Filtering for Multiview Video Coding
    Wang, Yongfang
    Zhang, Wei
    Zhang, Zhaoyang
    An, Ping
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2013, 59 (03) : 666 - 671
  • [35] Low Complexity Multiview Video Plus Depth Coding
    Zhang, Qiuwen
    An, Ping
    Zhang, Yan
    Shen, Liquan
    Zhang, Zhaoyang
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2011, 57 (04) : 1857 - 1865
  • [36] Reducing the Complexity of a Multiview H.264/AVC and HEVC Hybrid Architecture
    Diaz-Honrubia, A. J.
    De Praeter, J.
    Martinez, J. L.
    Cuenca, P.
    Van Wallendael, G.
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 90 (02): : 249 - 258
  • [37] Reducing the Complexity of a Multiview H.264/AVC and HEVC Hybrid Architecture
    A. J. Díaz-Honrubia
    J. De Praeter
    J. L. Martínez
    P. Cuenca
    G. Van Wallendael
    Journal of Signal Processing Systems, 2018, 90 : 249 - 258
  • [38] Multi-Level SINR Thresholding for Reduced Complexity MIMO Detection
    Sinha, Atul Kumar
    Agarwal, Mohit
    Chaturvedi, A. K.
    2013 NATIONAL CONFERENCE ON COMMUNICATIONS (NCC), 2013,
  • [39] Responses to multi-level institutional complexity in a national sport federation
    Pedras, Loic
    Taylor, Tracy
    Frawley, Stephen
    SPORT MANAGEMENT REVIEW, 2020, 23 (03) : 482 - 497
  • [40] Low Power Four-Dimensional Multi-Level Coding
    Pan, Chunpo
    Hashemi, Yoones
    Barakatain, Masoud
    Chang, Deyuan
    Kschischang, Frank
    Zhang, Zhuhong
    Li, Chuandong
    2022 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC), 2022,