{"title":"Optical flow extraction based on reuse of intermediate results and VLSI implementation","authors":"M. Hariyama, M. Kameyama","doi":"10.1109/SICE.2002.1196602","DOIUrl":null,"url":null,"abstract":"High-speed optical flow extraction plays an important role in real-world systems such as highly safe vehicles. This paper presents a VLSI-oriented algorithm to reduce a computational amount based on reuse of intermediate results. Moreover, a functional unit allocation for a simple interconnection network between processing elements is also proposed based on analysis of data dependency. The performance of the VLSI processor designed in a 0.35/spl mu/m CMOS technology is more than 10 000 times higher than that of a microprocessor (Pentium III 550MHz).","PeriodicalId":301855,"journal":{"name":"Proceedings of the 41st SICE Annual Conference. SICE 2002.","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 41st SICE Annual Conference. SICE 2002.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SICE.2002.1196602","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
High-speed optical flow extraction plays an important role in real-world systems such as highly safe vehicles. This paper presents a VLSI-oriented algorithm to reduce a computational amount based on reuse of intermediate results. Moreover, a functional unit allocation for a simple interconnection network between processing elements is also proposed based on analysis of data dependency. The performance of the VLSI processor designed in a 0.35/spl mu/m CMOS technology is more than 10 000 times higher than that of a microprocessor (Pentium III 550MHz).
高速光流提取在高安全性车辆等现实系统中发挥着重要作用。本文提出了一种基于中间结果复用的vlsi算法来减少计算量。此外,在分析数据依赖性的基础上,提出了一种简单互连网络的功能单元分配方法。采用0.35/spl mu/m CMOS技术设计的VLSI处理器的性能比微处理器(Pentium III 550MHz)高出1万倍以上。