Low-Complexity Multiview Video Coding

被引:0
|
作者
Khattak, Shadan [1 ]
Hamzaoui, Raouf [1 ]
Ahmad, Shakeel [1 ]
Frossard, Pascal [2 ]
机构
[1] De Montfort Univ, Fac Technol, Leicester LE1 9BH, Leics, England
[2] Ecole Polytech Fed Lausanne, Signal Proc Lab LTS4, CH-1015 Lausanne, Switzerland
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We consider the problem of complexity reduction in Multiview Video Coding (MVC). We provide a unique comprehensive study that integrates and compares the different low complexity encoding techniques that have been proposed at different levels of the MVC system. In addition, we propose a novel complexity reduction method that takes advantage of the relationship between disparity vectors along time. The relationship is exploited with respect to the motion activity in the frame, as well as with the position of the frame in the Group of Pictures. We integrate this technique into our unique comprehensive framework and evaluate the performance of the resulting system in different setups. We show that the effective combination of complexity reduction techniques results in saving up to 93% in encoding time at the cost of only 0.08 dB in peak signal-to-noise ratio (PSNR) and 1.64% increase in bitrate compared to the standard MVC implementation (JMVM 6.0).
引用
收藏
页码:97 / 100
页数:4
相关论文
共 50 条
  • [41] Low-Complexity Image and Video Coding Based on an Approximate Discrete Tchebichef Transform
    Oliveira, Paulo A. M.
    Cintra, Renato J.
    Bayer, Fabio M.
    Kulasekera, Sunera
    Madanayake, Arjuna
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 27 (05) : 1066 - 1076
  • [42] LOW-COMPLEXITY RATE CONTROL BASED ON ρ-DOMAIN MODEL FOR SCALABLE VIDEO CODING
    Liu, Meng
    Guo, Yi
    Li, Houqiang
    Chen, Chang Wen
    2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 1277 - 1280
  • [43] LOW-COMPLEXITY SEPARABLE MULTIPLIER-LESS LOOP FILTER FOR VIDEO CODING
    Saxena, Ankur
    Aabed, Mohammed
    Budagavi, Madhukar
    2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 3715 - 3719
  • [44] Low-complexity video coding via power-rate-distortion optimization
    Kang, Li-Wei
    Lu, Chun-Shien
    Lin, Chih-Yang
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2012, 23 (03) : 569 - 585
  • [45] Low-Complexity Error Resilient HEVC Video Coding: A Deep Learning Approach
    Wang, Taiyu
    Li, Fan
    Qiao, Xiaoya
    Cosman, Pamela C.
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 30 : 1245 - 1260
  • [46] Odd Type DCT/DST for Video Coding: Relationships and Low-Complexity Implementations
    Masera, M.
    Martina, M.
    Masera, G.
    2017 IEEE INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING SYSTEMS (SIPS), 2017,
  • [47] Low-complexity inter-layer residual prediction for scalable video coding
    Woong Lim
    Kyunghye Kim
    Yung-Lyul Lee
    Donggyu Sim
    Journal of Real-Time Image Processing, 2018, 14 : 783 - 792
  • [48] Data-independent low-complexity KLT approximations for image and video coding
    Radunz, Anabeth P.
    da Silveira, Thiago L. T.
    Bayer, Fabio M.
    Cintra, Renato J.
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2022, 101
  • [49] Low-Complexity Lossless Image Coding
    Bocharova, I. E.
    Porov, A. V.
    Bondarev, T. S.
    Finkelshteyn, O. V.
    AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2014, 48 (05) : 303 - 311
  • [50] LOW-COMPLEXITY AND HIGH-EFFICIENCY BACKGROUND MODELING FOR SURVEILLANCE VIDEO CODING
    Zhang, Xianguo
    Tian, Yonghong
    Huang, Tiejun
    Gao, Wen
    2012 IEEE VISUAL COMMUNICATIONS AND IMAGE PROCESSING (VCIP), 2012,