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author:

Lin, Jielian (Lin, Jielian.) [1] | Lin, Liqun (Lin, Liqun.) [2] (Scholars:林丽群) | Li, Weimeng (Li, Weimeng.) [3] | Xu, Yiwen (Xu, Yiwen.) [4] (Scholars:徐艺文) | Zhao, Tiesong (Zhao, Tiesong.) [5] (Scholars:赵铁松)

Indexed by:

EI Scopus SCIE

Abstract:

The emerging 360-degree video has a good practical prospect in video broadcasting due to its more immersive experience than traditional videos. To maintain a high fidelity with panoramic vision, 360-degree video adopts a significantly increased resolution than planar videos, which also inevitably leads to higher encoding complexity. In this paper, we propose a flexible complexity optimization method for 360-degree video coding, in which the encoder is capable of adapting to different complexity constraints in diversified broadcasting scenarios. In particular, the proposed method is realized with a latitude-based computation complexity allocation. Firstly, it investigates the Coding Unit (CU) partition variation along the latitude (i.e., vertical axis) and divides each video frame into Largest CU (LCU)-based latitude regions. Then, it formulates the complexity allocation problem from the global complexity target to all latitude regions, by considering the intraframe dependencies and Rate-Distortion (RD) models. Finally, it calculates the solution to this complexity allocation problem and further employs it in 360-degree video coding. Comprehensive experiments on the standard dataset reveal the superiority of our method, which achieves a flexible computational time reduction from 14.53% to 68.36% whilst maintaining a high visual quality of compressed videos.

Keyword:

360-degree video Broadcasting complexity optimization Complexity theory Encoding Multimedia communication Optimization methods panoramic video Resource management video coding Video coding

Community:

  • [ 1 ] [Lin, Jielian]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350116, Fujian, Peoples R China
  • [ 2 ] [Lin, Liqun]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350116, Fujian, Peoples R China
  • [ 3 ] [Li, Weimeng]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350116, Fujian, Peoples R China
  • [ 4 ] [Xu, Yiwen]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350116, Fujian, Peoples R China
  • [ 5 ] [Zhao, Tiesong]Fuzhou Univ, Fujian Key Lab Intelligent Proc & Wireless Transm, Fuzhou 350116, Fujian, Peoples R China
  • [ 6 ] [Zhao, Tiesong]Peng Cheng Lab, Multimedia Signal Proc Studio, Shenzhen 518055, Peoples R China

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Source :

IEEE TRANSACTIONS ON BROADCASTING

ISSN: 0018-9316

Year: 2022

Issue: 3

Volume: 68

Page: 572-581

4 . 5

JCR@2022

3 . 2 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:61

JCR Journal Grade:2

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 12

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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