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
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
  • [11] Survey and Research Challenges in Monocular Visual Odometry
    Neyestani, Arman
    Picariello, Francesco
    Basiri, Amin
    Daponte, Pasquale
    De Vito, Luca
    2023 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR LIVING ENVIRONMENT, METROLIVENV, 2023, : 107 - 112
  • [12] Depth Prediction for Monocular Direct Visual Odometry
    Cheng, Ran
    Agia, Christopher
    Meger, David
    Dudek, Gregory
    2020 17TH CONFERENCE ON COMPUTER AND ROBOT VISION (CRV 2020), 2020, : 70 - 77
  • [13] Robust Ground Vehicle Monocular Visual Odometry
    Sabry, Mohamed
    Al-Kaff, Abdulla
    Hussein, Ahmed
    Abdennadher, Slim
    2019 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2019, : 3587 - 3592
  • [14] Monocular Visual Odometry Based on Hybrid Parameterization
    Mohamed, Sherif A. S.
    Haghbayan, Mohammad-Hashem
    Heikkonen, Jukka
    Tenhunen, Hannu
    Plosila, Juha
    TWELFTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2019), 2020, 11433
  • [15] Pose Graph for Improved Monocular Visual Odometry
    Kieman, Pawel
    Narkiewicz, Janusz
    2014 19TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2014, : 549 - 553
  • [16] Deep Monocular Visual Odometry for Ground Vehicle
    Wang, Xiangwei
    Zhang, Hui
    IEEE ACCESS, 2020, 8 : 175220 - 175229
  • [17] Resolving Scale Ambiguity for Monocular Visual Odometry
    Choi, Sunglok
    Park, Jaehyun
    Yu, Wonpil
    2013 10TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), 2013, : 604 - 608
  • [18] Multimodal Scale Estimation for Monocular Visual Odometry
    Fanani, Nolang
    Stuerck, Alina
    Barnada, Marc
    Mester, Rudolf
    2017 28TH IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV 2017), 2017, : 1714 - 1721
  • [19] Monocular Visual Odometry for underground railway scenarios
    Etxeberria-Garcia, Mikel
    Labayen, Mikel
    Eizaguirre, Fernando
    Zamalloa, Maider
    Arana-Arexolaleiba, Nestor
    FIFTEENTH INTERNATIONAL CONFERENCE ON QUALITY CONTROL BY ARTIFICIAL VISION, 2021, 11794
  • [20] Perceptual Enhancement for Unsupervised Monocular Visual Odometry
    Wang, Zhongyi
    Shen, Mengjiao
    Liu, Chengju
    Chen, Qijun
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2025, 23 (01) : 346 - 357