分形压缩中亮度和对比度变换精度对图像质量的影响

Do Ngok Diep, A. Dvorkovich
{"title":"分形压缩中亮度和对比度变换精度对图像质量的影响","authors":"Do Ngok Diep, A. Dvorkovich","doi":"10.1109/DSPA51283.2021.9535817","DOIUrl":null,"url":null,"abstract":"Brightness and contrast transform of domains is an essential part of fractal image compression algorithm. Traditionally well-known fixed number of bits are used for storing of brightness and contrast transform coefficients chosen from fixed ranges. At the same time, these ranges and accuracy of transform coefficients severely affects the distortions of the reconstructed image. In this paper, we investigate the influence of the ranges and the storing accuracy of the brightness and contrast transform coefficients for domains on the quality of the reconstructed image in fractal image compression. The research has been shown that appropriate adjusting of the coefficients ranges before significant decrease of the number of bits for its storing allow to achieve rather small degradation in reconstructed image (PSNR loss ~ 0.1 – 0.3 dB).","PeriodicalId":393602,"journal":{"name":"2021 23rd International Conference on Digital Signal Processing and its Applications (DSPA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"About the Influence of the Brightness and Contrast Transform Accuracy on the Image Quality in Fractal Compression\",\"authors\":\"Do Ngok Diep, A. Dvorkovich\",\"doi\":\"10.1109/DSPA51283.2021.9535817\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Brightness and contrast transform of domains is an essential part of fractal image compression algorithm. Traditionally well-known fixed number of bits are used for storing of brightness and contrast transform coefficients chosen from fixed ranges. At the same time, these ranges and accuracy of transform coefficients severely affects the distortions of the reconstructed image. In this paper, we investigate the influence of the ranges and the storing accuracy of the brightness and contrast transform coefficients for domains on the quality of the reconstructed image in fractal image compression. The research has been shown that appropriate adjusting of the coefficients ranges before significant decrease of the number of bits for its storing allow to achieve rather small degradation in reconstructed image (PSNR loss ~ 0.1 – 0.3 dB).\",\"PeriodicalId\":393602,\"journal\":{\"name\":\"2021 23rd International Conference on Digital Signal Processing and its Applications (DSPA)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-03-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 23rd International Conference on Digital Signal Processing and its Applications (DSPA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DSPA51283.2021.9535817\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 23rd International Conference on Digital Signal Processing and its Applications (DSPA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DSPA51283.2021.9535817","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

区域的亮度和对比度变换是分形图像压缩算法的重要组成部分。传统上众所周知的固定位数用于存储从固定范围选择的亮度和对比度变换系数。同时,变换系数的取值范围和精度严重影响重构图像的畸变。本文研究了分形图像压缩中域的亮度和对比度变换系数的取值范围和存储精度对重构图像质量的影响。研究表明,在显著减少存储比特数之前,适当调整系数范围,可以使重构图像得到较小的退化(PSNR损失约0.1 ~ 0.3 dB)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
About the Influence of the Brightness and Contrast Transform Accuracy on the Image Quality in Fractal Compression
Brightness and contrast transform of domains is an essential part of fractal image compression algorithm. Traditionally well-known fixed number of bits are used for storing of brightness and contrast transform coefficients chosen from fixed ranges. At the same time, these ranges and accuracy of transform coefficients severely affects the distortions of the reconstructed image. In this paper, we investigate the influence of the ranges and the storing accuracy of the brightness and contrast transform coefficients for domains on the quality of the reconstructed image in fractal image compression. The research has been shown that appropriate adjusting of the coefficients ranges before significant decrease of the number of bits for its storing allow to achieve rather small degradation in reconstructed image (PSNR loss ~ 0.1 – 0.3 dB).
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信