Real-time implementation of camera positioning algorithm based on FPGA & SOPC

被引:0
|
作者
Yang Mingcao [1 ,2 ]
Qiu Yuehong [1 ]
机构
[1] Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
关键词
Positioning Algorithm; Feature point extraction; Match point mark;
D O I
10.1117/12.2068208
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent years, with the development of positioning algorithm and FPGA, to achieve the camera positioning based on real-time implementation, rapidity, accuracy of FPGA has become a possibility by way of in-depth study of embedded hardware and dual camera positioning system, this thesis set up an infrared optical positioning system based on FPGA and SOPC system, which enables real-time positioning to mark points in space. Thesis completion include: (1) uses a CMOS sensor to extract the pixel of three objects with total feet, implemented through FPGA hardware driver, visible-light LED, used here as the target point of the instrument. (2) prior to extraction of the feature point coordinates, the image needs to be filtered to avoid affecting the physical properties of the system to bring the platform, where the median filtering. (3) Coordinate signs point to FPGA hardware circuit extraction, a new iterative threshold selection method for segmentation of images. Binary image is then segmented image tags, which calculates the coordinates of the feature points of the needle through the center of gravity method. (4) direct linear transformation (DLT) and extreme constraints method is applied to three-dimensional reconstruction of the plane array CMOS system space coordinates. using SOPC system on a chip here, taking advantage of dual-core computing systems, which let match and coordinate operations separately, thus increase processing speed.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Real-time Implementation of Panoramic Mosaic Camera based on FPGA
    Zhou, Weiguo
    Liu, Yunhui
    Lyu, Congyi
    Zhou, Weihua
    Peng, Jianqing
    Yang, Ruijia
    Shang, Haiyang
    2016 IEEE INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING AND ROBOTICS (IEEE RCAR), 2016, : 204 - 209
  • [2] Design and Implementation of Real-Time Localization Algorithms Based on FPGA for Positioning and Tracking
    Zhang, You-Sheng
    Chen, Tsung-Hsuan
    Chiou, Yih-Shyh
    Chen, Shih-Lun
    Chen, Wei-Ting
    Lin, Yang-Ke
    Wen, Fu-Jung
    Lin, Ting-Lan
    PROCEEDINGS OF THE 2019 IEEE EURASIA CONFERENCE ON IOT, COMMUNICATION AND ENGINEERING (ECICE), 2019, : 446 - 448
  • [3] An FPGA Implementation of Real-time Object Detection with a Thermal Camera
    Shimoda, Masayuki
    Sada, Youki
    Kuramochi, Ryosuke
    Nakahara, Hiroki
    2019 29TH INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL), 2019, : 413 - 414
  • [4] Real-time FPGA Rectification Implementation Combined with Stereo Camera
    Mun, Junwon
    Kim, Jaeseok
    2015 IEEE INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE), 2015,
  • [5] Design of an FPGA based Algorithm for Real-Time Solutions of Statistics-Based Positioning
    DeWitt, Don
    Miyaoka, Robert S.
    Li, Xiaoli
    Lockhart, Cate
    Lewellen, Tom K.
    Hauck, Scott
    2008 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (2008 NSS/MIC), VOLS 1-9, 2009, : 4295 - 4301
  • [6] REAL-TIME EFFICIENT FPGA IMPLEMENTATION OF AES ALGORITHM
    El Maraghy, Mazen
    Hesham, Salma
    Abd El Ghany, Mohamed A.
    2013 IEEE 26TH INTERNATIONAL SOC CONFERENCE (SOCC), 2013, : 203 - 208
  • [7] FPGA Implementation of A* Algorithm for Real-Time Path Planning
    Zhou, Yuzhi
    Jin, Xi
    Wang, Tianqi
    INTERNATIONAL JOURNAL OF RECONFIGURABLE COMPUTING, 2020, 2020
  • [8] Real-time efficient FPGA implementation of aes algorithm
    El Maraghy, Mazen
    Hesham, Salma
    Abd El Ghany, Mohamed A.
    International System on Chip Conference, 2013, : 203 - 208
  • [9] Design of an FPGA-Based Algorithm for Real-Time Solutions of Statistics-Based Positioning
    DeWitt, Don
    Johnson-Williams, Nathan G.
    Miyaoka, Robert S.
    Li, Xiaoli
    Lockhart, Cate
    Lewellen, Tom K.
    Hauck, Scott
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2010, 57 (01) : 71 - 77
  • [10] Study on Algorithm and Real-time Implementation of Infrared Image Processing Based on FPGA
    Pang, Yulin
    Ding, Ruijun
    Liu, Shanshan
    Chen, Zhe
    5TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTOELECTRONIC MATERIALS AND DEVICES FOR DETECTOR, IMAGER, DISPLAY, AND ENERGY CONVERSION TECHNOLOGY, 2010, 7658