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author:

Zhao, Tiesong (Zhao, Tiesong.) [1] (Scholars:赵铁松) | Lin, Jielian (Lin, Jielian.) [2] | Song, Yanjie (Song, Yanjie.) [3] | Wang, Xu (Wang, Xu.) [4] | Niu, Yuzhen (Niu, Yuzhen.) [5] (Scholars:牛玉贞)

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EI

Abstract:

The 360-degree video (omnidirectional video) has become popular recently due to its capability of providing immersive experience, which is generally achieved via spherical moving pictures with freedom of viewpoint changing. Nevertheless, the support of full-view visual contents has inevitably reshaped its perceptual quality metric and dramatically increased its bitrate output after video coding. Therefore in 360-degree video coding, the Rate Control (RC) problem, which aims to maximize the resulted perceptual quality under bitrate constraint, has become a challenging task yet to be addressed. In this paper, we observe a latitude-based bitrate discrepancy in equirectangular-projected 360-degree video coding and further utilize this feature in bitrate allocation under panoramic vision. We introduce game theory to find optimal inter/intra-frame bit allocations that maximize the overall RC performance in terms of utility function. Finally, an overall framework is proposed that is capable of providing both an improved bitrate accuracy and an enhanced perceptual quality. Experimental results demonstrate the efficiency of proposed method, with promising RC performances for 4K and 8K 360-degree videos. © 2021 ACM.

Keyword:

Game theory Image coding Quality control Video signal processing

Community:

  • [ 1 ] [Zhao, Tiesong]Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China
  • [ 2 ] [Zhao, Tiesong]Peng Cheng Laboratory, Shenzhen, China
  • [ 3 ] [Lin, Jielian]Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China
  • [ 4 ] [Song, Yanjie]Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China
  • [ 5 ] [Wang, Xu]College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
  • [ 6 ] [Niu, Yuzhen]Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China

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Year: 2021

Page: 3998-4006

Language: English

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ESI Highly Cited Papers on the List: 0 Unfold All

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30 Days PV: 3

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