Application of Distributed Parallel Computing in Super-Resolution Image Enbancement

Jie Zheng; Sheng Bao; Ying Yang

doi:10.11959/j.issn.1000-0801.2015103

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Application of Distributed Parallel Computing in Super-Resolution Image Enbancement

Topic: video technology and application | 更新时间：2024-06-05

- Application of Distributed Parallel Computing in Super-Resolution Image Enbancement
- Telecommunications Science Vol. 31, Issue 4, Pages: 37-42(2015)
- 作者机构：
  
  1. 百视通新媒体股份有限公司研究院上海 200233
  2. 上海文化广播影视集团有限公司上海 200041
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2015103
  CLC：
- Published Online：2015-04，
  
  Published：15 April 2015
- 稿件说明：
移动端阅览
Jie Zheng, Sheng Bao, Ying Yang. Application of Distributed Parallel Computing in Super-Resolution Image Enbancement[J]. Telecommunications science, 2015, 31(4): 37-42.
DOI：

Jie Zheng, Sheng Bao, Ying Yang. Application of Distributed Parallel Computing in Super-Resolution Image Enbancement[J]. Telecommunications science, 2015, 31(4): 37-42. DOI： 10.11959/j.issn.1000-0801.2015103.

摘要

主要介绍了分布式并行计算在超分辨率图像增强领域中的应用，超分辨率图像增强是指在不升级现有采集设备、不增加传输带宽的情况下，对现有1080P的视频内容通过软件方法提高图像分辨率，从而使图像达到4K的画面质量。由于超分辨率图像增强技术需要强大的计算能力支持，研究了分布式并行计算环境下的超分辨率图像增强系统的搭建以及性能对比测试，得出了分布式并行计算技术可以成百倍地提升超分辨率图像增强处理能力的结论，在实际应用中可大幅提升4K 内容的生产能力。

Abstract

The distributed parallel computing in the super-resolution image enhancement applications was introduced.Super resolution image enhancement refers to improving the image resolution of 1080P video to 4K by software without upgrading existing acquisition device and increasing the transmission bandwidth.Due to the fact that super resolution image enhancement technology needs enormous computing power

super resolution image enhancement system and performance comparison testing by distributed parallel computing was studied.The conclusion shows that the super-image enhancement processing ability can be enhanced hundreds of times with distributed parallel computing technology

so that the production capacity of 4K video can be improved in rea1-world application.

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references

高传善．分布式系统设计．北京：机械工业出版社， 2001

Gao C S . The Design of Distributed Systems . Beijing : Machinery Industry Press , 2001

Dollimore J , Coulouris G . Distributed Systems:Concepts and Design , Fifth Edition . Beijing:Machinery Industry Press , 2012

李文军，万海．分布式计算．北京：机械工业出版社， 2012

Li W J Wan H . Distributed computing . Beijing : Machinery Industry Press , 2012

Pacheco P S ．并行程序设计导论．北京：机械工业出版社， 2013

Pacheco P S . An Introduction to Parallel Programming . Beijing : Machinery Industry Press , 2013

夏卫民．并行操作系统原理与技术．北京：国防工业出版社， 2002

Xia W M . The Principle and Technique of Parallel Operating System . Beijing : National Defense Industry Press , 2002

杨欣．图像超分辨率技术原理及应用．北京：国防工业出版社， 2013

Yang X . Image Super Resolution Technology Principle and Application . Beijing : National Defense Industry Press , 2013

Hughes C , Hughes T . Parallel and Distributed Programming Using C++ . Beijing : Chinese Power Press , 2004

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