Application of 16 bit image lossy compression based on the JPEG standard

The principle and detailed process of 16 bit image lossy compression were given. The data of 16 bit image is large and JPEG does not support the 16 bit image compression,which makes it inconvenience in 16 bit image’s storage and transmission. Based on the scheme of JPEG compression,the statistical m...

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Main Authors: Nini XU, Chenguang LI
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2016-04-01
Series:Dianxin kexue
Subjects:
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016106/
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author Nini XU
Chenguang LI
author_facet Nini XU
Chenguang LI
author_sort Nini XU
collection DOAJ
description The principle and detailed process of 16 bit image lossy compression were given. The data of 16 bit image is large and JPEG does not support the 16 bit image compression,which makes it inconvenience in 16 bit image’s storage and transmission. Based on the scheme of JPEG compression,the statistical model was expended (improving the tables of statistical model for DC coefficient coding and statistical model for AC coefficient coding respectively). This made it can deal with the data of 16 bit and realized the ideal of the compression of 16 bit static images. The quantization table used was generated based on the Luminance quantization table in JPEG. The encoder adopted was QM arithmetic encoder. An objective evaluation standard PSNR was chosen to evaluate the quality of the decompressed images.
format Article
id doaj-art-abb923f67b1b42afaa538aa869ac4c55
institution Kabale University
issn 1000-0801
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publisher Beijing Xintong Media Co., Ltd
record_format Article
series Dianxin kexue
spelling doaj-art-abb923f67b1b42afaa538aa869ac4c552025-01-15T03:15:08ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012016-04-013210310859609500Application of 16 bit image lossy compression based on the JPEG standardNini XUChenguang LIThe principle and detailed process of 16 bit image lossy compression were given. The data of 16 bit image is large and JPEG does not support the 16 bit image compression,which makes it inconvenience in 16 bit image’s storage and transmission. Based on the scheme of JPEG compression,the statistical model was expended (improving the tables of statistical model for DC coefficient coding and statistical model for AC coefficient coding respectively). This made it can deal with the data of 16 bit and realized the ideal of the compression of 16 bit static images. The quantization table used was generated based on the Luminance quantization table in JPEG. The encoder adopted was QM arithmetic encoder. An objective evaluation standard PSNR was chosen to evaluate the quality of the decompressed images.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016106/16 bit image lossy compressionstatistical model for DC coefficient codingstatistical model for AC coefficient codingQM arithmetic encoder
spellingShingle Nini XU
Chenguang LI
Application of 16 bit image lossy compression based on the JPEG standard
Dianxin kexue
16 bit image lossy compression
statistical model for DC coefficient coding
statistical model for AC coefficient coding
QM arithmetic encoder
title Application of 16 bit image lossy compression based on the JPEG standard
title_full Application of 16 bit image lossy compression based on the JPEG standard
title_fullStr Application of 16 bit image lossy compression based on the JPEG standard
title_full_unstemmed Application of 16 bit image lossy compression based on the JPEG standard
title_short Application of 16 bit image lossy compression based on the JPEG standard
title_sort application of 16 bit image lossy compression based on the jpeg standard
topic 16 bit image lossy compression
statistical model for DC coefficient coding
statistical model for AC coefficient coding
QM arithmetic encoder
url http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016106/
work_keys_str_mv AT ninixu applicationof16bitimagelossycompressionbasedonthejpegstandard
AT chenguangli applicationof16bitimagelossycompressionbasedonthejpegstandard