A Novel Measurement System Based on Binocular Fisheye Vision and its Application in Dynamic Environment

被引:8
|
作者
Cai, Chengtao [1 ]
Qiao, Renjie [1 ]
Meng, Haiyang [1 ]
Wang, Feng [1 ]
机构
[1] Harbin Engn Univ, Coll Automat, Harbin 150001, Heilongjiang, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
基金
中国国家自然科学基金;
关键词
Cameras; Stereo vision; Three-dimensional displays; Coordinate measuring machines; Position measurement; Measurement uncertainty; Synchronization; Measurement system; dynamic angle compensation; uncertainty analysis; CAMERA CALIBRATION METHOD; STEREO VISION; TRACKING; ERROR; MODEL;
D O I
10.1109/ACCESS.2019.2949172
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes the development of a novel measurement system of calculating the three-dimensional(3D) coordinates of a target with image information taken from stereo fisheye cameras. The system has the characteristics of high precision, wide of view, long-distance control, dynamic angles compensation and high frame rate measurement. In order to improve the robustness and precision of the system, a detailed uncertainty analysis of the spatial positioning was made. Moreover, a novel method named Dynamic Angles Compensation Method (DACM) is proposed for first time to complete spatial position measurement in the dynamic environment by angles compensation. This method uses a tilt angle sensor that is installed in the birocular measurement system horizontally to calculate the pitch and roll angles of the measurement system, which is the foundation for calculating the conversion equation to compensate the measurement coordinates error caused by the dynamic environment. Using real data acquired by equipment, we performed experiments covering all the necessary stages to obtain a high-performance stereo fisheye vision system. The validity and accuracy of the proposed method are demonstrated with the statistical analyses of the experimental results.
引用
收藏
页码:156443 / 156451
页数:9
相关论文
共 50 条
  • [31] Measurement of Ice Thickness based on Binocular Vision Camera
    Ma, Yi
    Yu, Hong
    Liu, Jinyu
    Zhai, Yongsai
    2017 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2017, : 162 - 166
  • [33] Measurement method for moment of inertia based on binocular vision
    Liu, Wei
    Zhang, Yang
    Ma, Xin
    Shang, Zhiliang
    Jia, Zhenyuan
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2014, 35 (09): : 1972 - 1978
  • [34] Application of integrated binocular stereo vision measurement and wireless sensor system in athlete displacement test
    Li, Haizhen
    Zhang, Baojun
    ALEXANDRIA ENGINEERING JOURNAL, 2021, 60 (05) : 4325 - 4335
  • [35] The Camera Calibration of Binocular Vision Measurement Based on OpenCV
    Wu, Ying
    Hua, Yun-song
    Chao, Xu
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 1835 - 1839
  • [36] Measurement Method of Underwater Target Based on Binocular Vision
    Ye, Xiufen
    Chen, Hao
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2019, PT III, 2019, 11742 : 48 - 59
  • [37] Aircraft Relative Attitude Measurement Based on Binocular Vision
    Zhao, Yincen
    Zhang, Geng
    Hu, Bingliang
    Peng, Bo
    AOPC 2017: OPTICAL SENSING AND IMAGING TECHNOLOGY AND APPLICATIONS, 2017, 10462
  • [38] High-Precision Measurement of Binocular Telecentric Vision System With Novel Calibration and Matching Methods
    Zhang, Shengfu
    Li, Bo
    Ren, Fuji
    Dong, Rong
    IEEE ACCESS, 2019, 7 : 54682 - 54692
  • [39] A NSGA-II-Based Calibration Algorithm for Underwater Binocular Vision Measurement System
    Kong, Shihan
    Fang, Xi
    Chen, Xingyu
    Wu, Zhengxing
    Yu, Junzhi
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 69 (03) : 794 - 803
  • [40] A study on length measurement method of hot large forgings based on binocular vision system
    Wang, Bangguo
    MEASUREMENT, 2022, 199