Real-time RGBD SLAM System

被引:2
|
作者
Czuprynski, Blazej [1 ]
Strupczewski, Adam [1 ]
机构
[1] Warsaw Univ Technol, PL-00661 Warsaw, Poland
关键词
SLAM; Tracking; Depth camera; Visual odometry; TRACKING;
D O I
10.1117/12.2205874
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A real-time tracking and mapping SLAM system is presented. The developed system uses input from an RGBD sensor and tracks the camera pose from frame to frame. The tracking is based on matched feature points and is performed with respect to selected keyframes. The system is robust and scalable, as an arbitrary number of keyframes can be chosen for visualization and tracking depending on the desired accuracy and speed. The presented system is also a good platform for further research.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] SCE-SLAM: a real-time semantic RGBD SLAM system in dynamic scenes based on spatial coordinate error
    Song, Shiyu
    Chen, Ji
    Zhong, Yujiang
    Zhang, Wei
    Hou, Wenbo
    Zhang, Liumingyuan
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2023, 34 (12)
  • [2] PairCon-SLAM: Distributed, Online, and Real-Time RGBD-SLAM in Large Scenarios
    Zhu, Donglin
    Xu, Guanghui
    Wang, Xiaoting
    Liu, Xiaogang
    Tian, Dewei
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [3] DYS-SLAM: A real-time RGBD SLAM combined with optical flow and semantic information in a dynamic environment
    Fang, Yuhua
    Xie, Zhijun
    Chen, Kewei
    Huang, Guangyan
    Zarei, Roozbeh
    Xie, Yuntao
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (06) : 10349 - 10367
  • [4] Real-time subsea-SLAM system
    Marques, Filipe
    Barros, Hugo
    Rocha, Pedro
    Parente, Manuel
    Costa, Pedro
    [J]. OCEANS 2021: SAN DIEGO - PORTO, 2021,
  • [5] Real-time SLAM relocalisation
    Williams, Brian
    Klein, Georg
    Reid, Ian
    [J]. 2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6, 2007, : 2244 - 2251
  • [6] Hard-Lite SLAM: A Hybrid Detector Based Real-Time SLAM System
    Cai, Chengying
    Jiao, Jichao
    Xu, Wei
    Pang, Min
    Dong, Jianye
    [J]. 6TH INTERNATIONAL CONFERENCE ON INNOVATION IN ARTIFICIAL INTELLIGENCE, ICIAI2022, 2022, : 83 - 89
  • [7] HFNet-SLAM: An Accurate and Real-Time Monocular SLAM System with Deep Features
    Liu, Liming
    Aitken, Jonathan M.
    [J]. SENSORS, 2023, 23 (04)
  • [8] Real-time haptic interaction with RGBD video streams
    Shahzad Rasool
    Alexei Sourin
    [J]. The Visual Computer, 2016, 32 : 1311 - 1321
  • [9] Real-Time Robust Tracking with Commodity RGBD Camera
    Amamra, Abdenour
    Aouf, Nabil
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 2408 - 2413
  • [10] Real-time haptic interaction with RGBD video streams
    Rasool, Shahzad
    Sourin, Alexei
    [J]. VISUAL COMPUTER, 2016, 32 (10): : 1311 - 1321