Application of Distributed Parallel Computing in Super-Resolution Image Enbancement

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 bandwidt...

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Main Authors: Jie Zheng, Sheng Bao, Ying Yang
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2015-04-01
Series:Dianxin kexue
Subjects:
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015103/
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author Jie Zheng
Sheng Bao
Ying Yang
author_facet Jie Zheng
Sheng Bao
Ying Yang
author_sort Jie Zheng
collection DOAJ
description 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.
format Article
id doaj-art-1368ebe4e4bd4f46b4499f0e2f0790c0
institution Kabale University
issn 1000-0801
language zho
publishDate 2015-04-01
publisher Beijing Xintong Media Co., Ltd
record_format Article
series Dianxin kexue
spelling doaj-art-1368ebe4e4bd4f46b4499f0e2f0790c02025-01-15T03:17:10ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012015-04-0131374259615139Application of Distributed Parallel Computing in Super-Resolution Image EnbancementJie ZhengSheng BaoYing YangThe 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.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015103/super resolutionimage enhancementdistributed computingparallel computing
spellingShingle Jie Zheng
Sheng Bao
Ying Yang
Application of Distributed Parallel Computing in Super-Resolution Image Enbancement
Dianxin kexue
super resolution
image enhancement
distributed computing
parallel computing
title Application of Distributed Parallel Computing in Super-Resolution Image Enbancement
title_full Application of Distributed Parallel Computing in Super-Resolution Image Enbancement
title_fullStr Application of Distributed Parallel Computing in Super-Resolution Image Enbancement
title_full_unstemmed Application of Distributed Parallel Computing in Super-Resolution Image Enbancement
title_short Application of Distributed Parallel Computing in Super-Resolution Image Enbancement
title_sort application of distributed parallel computing in super resolution image enbancement
topic super resolution
image enhancement
distributed computing
parallel computing
url http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015103/
work_keys_str_mv AT jiezheng applicationofdistributedparallelcomputinginsuperresolutionimageenbancement
AT shengbao applicationofdistributedparallelcomputinginsuperresolutionimageenbancement
AT yingyang applicationofdistributedparallelcomputinginsuperresolutionimageenbancement