Stereo vision IP design for FPGA implementation of obstacle detection system

Hamza Bendaoudi, A. Khouas
{"title":"Stereo vision IP design for FPGA implementation of obstacle detection system","authors":"Hamza Bendaoudi, A. Khouas","doi":"10.1109/WOSSPA.2013.6602352","DOIUrl":null,"url":null,"abstract":"Stereo vision IP (Intellectual Property) modules and obstacle detection systems using stereo vision is an important issue in intelligent vehicle, robots navigation and automotive. In this paper, we proposed an IP module with four (4) known stereo vision algorithms. The four algorithms architectures are compared in term of resources utilization and processing speed (frequency). We developed a software interface for VHDL code generation with needed IP parameters. The proposed IP-Based hardware architecture combines the stereo vision IP to compute the disparity map with V-disparity image and simplified Hough transform for obstacle detection. The proposed system was tested using Virtex-Il FPGA based prototyping board. Resources utilization and speed are estimated for different parameters of the disparity map algorithm.","PeriodicalId":417940,"journal":{"name":"2013 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WOSSPA.2013.6602352","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

Stereo vision IP (Intellectual Property) modules and obstacle detection systems using stereo vision is an important issue in intelligent vehicle, robots navigation and automotive. In this paper, we proposed an IP module with four (4) known stereo vision algorithms. The four algorithms architectures are compared in term of resources utilization and processing speed (frequency). We developed a software interface for VHDL code generation with needed IP parameters. The proposed IP-Based hardware architecture combines the stereo vision IP to compute the disparity map with V-disparity image and simplified Hough transform for obstacle detection. The proposed system was tested using Virtex-Il FPGA based prototyping board. Resources utilization and speed are estimated for different parameters of the disparity map algorithm.
立体视觉IP设计用FPGA实现障碍物检测系统
立体视觉知识产权模块和利用立体视觉的障碍物检测系统是智能车辆、机器人导航和汽车领域的一个重要课题。在本文中,我们提出了一个IP模块与四(4)已知的立体视觉算法。比较了四种算法的资源利用率和处理速度(频率)。我们开发了一个带有所需IP参数的VHDL代码生成软件接口。提出的基于IP的硬件架构将立体视觉IP计算视差图与v -视差图像相结合,并简化Hough变换进行障碍物检测。该系统在基于Virtex-Il FPGA的原型板上进行了测试。对视差图算法不同参数下的资源利用率和速度进行了估计。
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