The precision of triangulation in monocular visual odometry

被引:0
|
作者
Fanani, Nolang [1 ]
Mester, Rudolf [1 ,2 ]
机构
[1] Goethe Univ, Visual Sensor & Informat Proc Lab, Frankfurt, Germany
[2] Linkoping Univ, Comp Vis Lab, ISY, Linkoping, Sweden
来源
2018 IEEE SOUTHWEST SYMPOSIUM ON IMAGE ANALYSIS AND INTERPRETATION (SSIAI) | 2018年
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We analyze the depth reconstruction precision and sensitivity of two-frame triangulation for the case of general motion, and focus on the case of monocular visual odometry, that is: a single camera looking mostly in the direction of motion. The results confirm intuitive assumptions about the limited triangulation precision close to the focus of expansion.
引用
收藏
页码:73 / 76
页数:4
相关论文
共 50 条
  • [31] Monocular Visual-Inertial Odometry for Agricultural Environments
    Song, Kaiyu
    Li, Jingtao
    Qiu, Run
    Yang, Gaidi
    IEEE Access, 2022, 10 : 103975 - 103986
  • [32] Monocular Visual Odometry Based on Trifocal Tensor Constraint
    Chen, Y. J.
    Yang, G. L.
    Jiang, Y. X.
    Liu, X. Y.
    2018 INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING AND ARTIFICIAL INTELLIGENCE (CCEAI 2018), 2018, 976
  • [33] Semi-Dense Visual Odometry for a Monocular Camera
    Engel, Jakob
    Sturm, Juergen
    Cremers, Daniel
    2013 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2013, : 1449 - 1456
  • [34] Monocular Visual Odometry Initialization With Points and Line Segments
    Zhou, Hang
    Fan, Haiyan
    Peng, Keju
    Fan, Weihong
    Zhou, Dongxiang
    Liu, Yunhui
    IEEE ACCESS, 2019, 7 : 73120 - 73130
  • [35] Inertial Monocular Visual Odometry Based on RUPF Algorithm
    Hou, Juanrou
    Wang, Zhanqing
    Zhang, Yanshun
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 3885 - 3891
  • [36] Monocular Visual Odometry Using Fisheye Lens Cameras
    Aguiar, Andre
    Santos, Filipe
    Santos, Luis
    Sousa, Armando
    PROGRESS IN ARTIFICIAL INTELLIGENCE, PT II, 2019, 11805 : 319 - 330
  • [37] Improving Monocular Visual Odometry Using Learned Depth
    Sun, Libo
    Yin, Wei
    Xie, Enze
    Li, Zhengrong
    Sun, Changming
    Shen, Chunhua
    IEEE TRANSACTIONS ON ROBOTICS, 2022, 38 (05) : 3173 - 3186
  • [38] MONOCULAR VISUAL ODOMETRY FOR IN-PIPE INSPECTION ROBOT
    Kadir, Herdawatie Abdul
    Arshad, M. R.
    Aghdam, Hamed Habibi
    Zaman, Munir
    JURNAL TEKNOLOGI, 2015, 74 (09): : 35 - 40
  • [39] Monocular Visual Odometry based on Inverse Perspective Mapping
    Cao Yu
    Feng Ying
    Yang Yun-tao
    Chen Yun-jin
    Lei Bing
    Zhao Li-shuang
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2011: ADVANCES IN IMAGING DETECTORS AND APPLICATIONS, 2011, 8194
  • [40] Parallel, Real-Time Monocular Visual Odometry
    Song, Shiyu
    Chandraker, Manmohan
    Guest, Clark C.
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2013, : 4698 - 4705