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author:

Xu, Yiwen (Xu, Yiwen.) [1] (Scholars:徐艺文) | Xing, Kaiying (Xing, Kaiying.) [2] | Liu, Hang (Liu, Hang.) [3] | Zhao, Tiesong (Zhao, Tiesong.) [4] (Scholars:赵铁松) | Kwong, Sam (Kwong, Sam.) [5]

Indexed by:

EI SCIE

Abstract:

Flexible optimization on video coding computational complexity is imperative to adapt to diverse terminals in video streaming, especially with high definition videos and increasingly comprehensive encoders. Until now, few efforts have been contributed to the encoder of multiview videos, which complicates its encoding structure with duplex frame display. To address this issue, we propose a flexible complexity optimization framework in this paper. In the first place, the proposed algorithm flexibly reduces the encoder complexity at different external-defined complexity constraints; furthermore, it is also committed to compression efficiency optimization at different complexity levels. The framework is achieved by a hybrid approach: complexity allocation, which allocates the external-defined complexity constraint to all views, hierarchical layers and frames based on linear programming; and complexity regulation, which dynamically adjusts local candidate partitions to fulfil the targeted local complexity constraint, with a probability-driven Alternate Partition Cost (APC) minimization. The overall algorithm is implemented on the popular multiview encoder, Multiview High Efficiency Video Coding (MV-HEVC), with promising Rate-Distortion (RD) performances at different complexity constraints, which are also superior to two recent complexity optimization algorithms.

Keyword:

complexity optimization Complexity theory Computational complexity Encoding Image coding Multiview High Efficiency Video Coding (MV-HEVC) Optimization Regulation Resource management Video coding

Community:

  • [ 1 ] [Xu, Yiwen]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350108, Peoples R China
  • [ 2 ] [Xing, Kaiying]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350108, Peoples R China
  • [ 3 ] [Liu, Hang]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350108, Peoples R China
  • [ 4 ] [Zhao, Tiesong]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350108, Peoples R China
  • [ 5 ] [Zhao, Tiesong]Peng Cheng Lab, Shenzhen 518066, Peoples R China
  • [ 6 ] [Kwong, Sam]City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China

Reprint 's Address:

  • 赵铁松

    [Zhao, Tiesong]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350108, Peoples R China

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Source :

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

ISSN: 1051-8215

Year: 2021

Issue: 10

Volume: 31

Page: 4096-4106

5 . 8 5 9

JCR@2021

8 . 3 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:105

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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