Architectural advances in the VLSI implementation of arithmetic coding for binary image compression

G. Feygin, P. Gulak, P. Chow
{"title":"Architectural advances in the VLSI implementation of arithmetic coding for binary image compression","authors":"G. Feygin, P. Gulak, P. Chow","doi":"10.1109/DCC.1994.305933","DOIUrl":null,"url":null,"abstract":"This paper presents some recent advances in the architecture for the data compression technique known as arithmetic coding. The new architecture employs loop unrolling and speculative execution of the inner loop of the algorithm to achieve a significant speed-up relative to the Q-coder architecture. This approach reduces the number of iterations required to compress a block of data by a factor that is on the order of the compression ratio. While the speed-up technique has been previously discovered independently by researchers at IBM, no systematic study of the architectural trade-offs has ever been published. For the CCITT facsimile documents, the new architecture achieves a speed-up of approximately seven compared to the IBM Q-coder when four lookahead units are employed in parallel. A structure for fast input/output processing based on run length pre-coding of the data stream to accompany the new architecture is also presented.<<ETX>>","PeriodicalId":244935,"journal":{"name":"Proceedings of IEEE Data Compression Conference (DCC'94)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"21","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of IEEE Data Compression Conference (DCC'94)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DCC.1994.305933","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 21

Abstract

This paper presents some recent advances in the architecture for the data compression technique known as arithmetic coding. The new architecture employs loop unrolling and speculative execution of the inner loop of the algorithm to achieve a significant speed-up relative to the Q-coder architecture. This approach reduces the number of iterations required to compress a block of data by a factor that is on the order of the compression ratio. While the speed-up technique has been previously discovered independently by researchers at IBM, no systematic study of the architectural trade-offs has ever been published. For the CCITT facsimile documents, the new architecture achieves a speed-up of approximately seven compared to the IBM Q-coder when four lookahead units are employed in parallel. A structure for fast input/output processing based on run length pre-coding of the data stream to accompany the new architecture is also presented.<>
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
二值图像压缩算法编码VLSI实现的架构进展
本文介绍了被称为算术编码的数据压缩技术体系结构的一些最新进展。新架构采用循环展开和算法内循环的推测执行,以实现相对于q编码器架构的显着加速。这种方法减少了压缩数据块所需的迭代次数,这是压缩比的一个数量级。虽然IBM的研究人员之前已经独立发现了加速技术,但是还没有发表过关于架构权衡的系统研究。对于CCITT传真文档,当并行使用四个forward单元时,与IBM Q-coder相比,新架构实现了大约7倍的加速。本文还提出了一种基于数据流运行长度预编码的快速输入/输出处理结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Markov models for clusters in concordance compression Architectural advances in the VLSI implementation of arithmetic coding for binary image compression An investigation of wavelet-based image coding using an entropy-constrained quantization framework Multidimensional rotations for quantization Entropy-constrained tree-structured vector quantizer design by the minimum cross entropy principle
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1