Design and Implementation of Stereo Vision System Based on FPGA

被引:0
|
作者
Wang, Qian [1 ]
Gu, Xin [1 ]
Wang, Hua [1 ]
Yao, Guowei [1 ]
机构
[1] China Acad Launch Vehicle Technol, Res & Dev Ctr, Beijing, Peoples R China
来源
WIRELESS AND SATELLITE SYSTEMS, PT I | 2019年 / 280卷
关键词
Obstacle detection; Range finder; Stereo vision; Image match; System design;
D O I
10.1007/978-3-030-19153-5_75
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
By comparing the different methods of vehicle ranging, the stereo vision system is selected for obstacle imaging and ranging. In response to low data transmission rate and low real-time performance and low resolution of the traditional ranging system design method, the stereo vision system is designed with integrated multi-core ARM and FPGA SOC. The system adopts image acquisition, distortion correction, target detection and tracking the image of the obstacle in front of the vehicle to compute the obstacle distance information. The delay and the power consumption of the system is measured by experiments, and it indicates that the system is suitable for vehicle-assisted driving and other image processing technologies field.
引用
收藏
页码:766 / 774
页数:9
相关论文
共 50 条
  • [31] Design of Automatic Tracking System Based on FPGA and Binocular Vision
    Song Wei
    Chen Yan-Xiao
    Zhang Long-ji
    Qin Shu-yuan
    ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY III, PTS 1-4, 2013, 397-400 : 1469 - 1472
  • [32] A generic implementation framework for FPGA based stereo matching
    Porter, RB
    Bergmann, NW
    IEEE TENCON'97 - IEEE REGIONAL 10 ANNUAL CONFERENCE, PROCEEDINGS, VOLS 1 AND 2: SPEECH AND IMAGE TECHNOLOGIES FOR COMPUTING AND TELECOMMUNICATIONS, 1997, : 461 - 464
  • [33] Design and Implementation of a novel QPSK demodulator for FPGA based system design
    Deepika, R.
    Sourabh, K. S.
    Manikandan, J.
    2019 5TH IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (WIECON-ECE 2019), 2019,
  • [34] Automatic Cutting System Design of Robot Hand Based on Stereo Vision
    Mei, Hongbiao
    Li, Zhongping
    Zou, Chunhong
    Scientific Programming, 2022, 2022
  • [35] Motion Control System Design of a Humanoid Robot Based on Stereo Vision
    Du, Qinjun
    Sun, Chao
    Huang, Xingguo
    RECENT TRENDS IN MATERIALS AND MECHANICAL ENGINEERING MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 55-57 : 877 - +
  • [36] Automatic Cutting System Design of Robot Hand Based on Stereo Vision
    Mei, Hongbiao
    Li, Zhongping
    Zou, Chunhong
    SCIENTIFIC PROGRAMMING, 2022, 2022
  • [37] Robot vision system design and implementation based on OpenCV
    Peng, Jiansheng
    Wei, Qingjin
    He, Qiwen
    Qin, Yong
    Huang, Zhuocheng
    Huang, Yiyong
    Pan, Marong
    Lin, Baoying
    Yang, Degui
    Luo, Siyuan
    Liang, Changfeng
    Journal of Chemical and Pharmaceutical Research, 2013, 5 (12) : 681 - 689
  • [38] Binocular Stereo Vision Synchronous Acquisition Technique Based on FPGA
    Lin, Lili
    Zhou, Wenhui
    2010 2ND INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS PROCEEDINGS (DBTA), 2010,
  • [39] An Implementation of the System on Chip Control System for a FPGA-Based Computer Vision Accelerator
    Lee, Eunchong
    Jang, Sung-Joon
    Lee, Sang-Seol
    2019 INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2019, : 299 - 300
  • [40] A real-time FPGA based architecture for stereo vision
    Arias-Estrada, M
    Xicotencatl, JM
    REAL-TIME IMAGING V, 2001, 4303 : 59 - 66