Improved low-cost FPGA image processor architecture with external line memory

D. Seidner
{"title":"Improved low-cost FPGA image processor architecture with external line memory","authors":"D. Seidner","doi":"10.1109/ICIT.2013.6505831","DOIUrl":null,"url":null,"abstract":"Today's FPGAs are capable of performing complex Image Processing schemes. For large images the limiting factor is the size of the line memory required, especially in lower cost FPGAs. In this paper we introduce an FPGA-based architecture for Pipelined Image Processor that utilizes external line memory. We describe the suggested architecture, explain the reasoning behind it and give the guidelines to achieve the best efficiency possible. We define efficiency as performing the desired calculation using the minimal hardware configuration. Thus we give the tools to design minimal hardware configurations. The principle of the suggested architecture is based on minimal data transportation between the external line memory and the FPGA. While the original architecture presented in a recent paper addressed the case of equal line size in all Processing Elements the improved architecture presented in this paper is capable of handling scaling, i.e., changing the line size and the number of lines at any location in the IP chain.","PeriodicalId":192784,"journal":{"name":"2013 IEEE International Conference on Industrial Technology (ICIT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE International Conference on Industrial Technology (ICIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIT.2013.6505831","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Today's FPGAs are capable of performing complex Image Processing schemes. For large images the limiting factor is the size of the line memory required, especially in lower cost FPGAs. In this paper we introduce an FPGA-based architecture for Pipelined Image Processor that utilizes external line memory. We describe the suggested architecture, explain the reasoning behind it and give the guidelines to achieve the best efficiency possible. We define efficiency as performing the desired calculation using the minimal hardware configuration. Thus we give the tools to design minimal hardware configurations. The principle of the suggested architecture is based on minimal data transportation between the external line memory and the FPGA. While the original architecture presented in a recent paper addressed the case of equal line size in all Processing Elements the improved architecture presented in this paper is capable of handling scaling, i.e., changing the line size and the number of lines at any location in the IP chain.
改进的低成本FPGA图像处理器架构与外部线路存储器
今天的fpga能够执行复杂的图像处理方案。对于大图像,限制因素是所需的行存储器的大小,特别是在低成本fpga中。本文介绍了一种基于fpga的利用外线存储器的流水线图像处理器结构。我们描述了建议的体系结构,解释了其背后的原因,并给出了实现最佳效率的指导方针。我们将效率定义为使用最小的硬件配置执行所需的计算。因此,我们提供了设计最小硬件配置的工具。建议的架构原理是基于外部线路存储器和FPGA之间的最小数据传输。虽然在最近的一篇论文中提出的原始架构解决了在所有处理元素中相同线尺寸的情况,但本文中提出的改进架构能够处理缩放,即改变IP链中任何位置的线尺寸和线数。
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 求助全文
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