A mapping of visual SLAM algorithms and their applications in augmented reality

被引:13
|
作者
Mucheroni Covolan, Joao Pedro [1 ]
Sementille, Antonio Carlos [1 ]
Rodrigues Sanches, Silvio Ricardo [2 ]
机构
[1] Univ Estadual Paulista Julio de Mesquita Filho UN, Dept Comp, Bauru, SP, Brazil
[2] Univ Tecnol Fed Parana UTFPR, Dept Acad Comp, Cornelio Procopio, Brazil
关键词
visual SLAM; augmented reality; visual SLAM techniques; TRACKING; RECONSTRUCTION; ODOMETRY;
D O I
10.1109/SVR51698.2020.00019
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The term visual SLAM defines the problem of build a map of an environment and perform location, simultaneously. In the augmented reality experience, we can apply SLAM techniques to insert virtual elements in the user's real-world view according to their observation point (location) and environment structure (mapping). In this work, we investigated the main algorithms of visual SLAM, and its applications in augmented reality. Here, we describe the key features of these algorithms and two taxonomies for SLAM techniques are proposed.
引用
下载
收藏
页码:20 / 29
页数:10
相关论文
共 50 条
  • [1] Review on SLAM algorithms for Augmented Reality
    Sheng, Xingdong
    Mao, Shijie
    Yan, Yichao
    Yang, Xiaokang
    DISPLAYS, 2024, 84
  • [2] Survey and evaluation of monocular visual-inertial SLAM algorithms for augmented reality
    Jinyu L.
    Bangbang Y.
    Danpeng C.
    Nan W.
    Guofeng Z.
    Hujun B.
    Virtual Reality and Intelligent Hardware, 2019, 1 (04): : 386 - 410
  • [3] Monocular Visual SLAM for Markerless Tracking Algorithm to Augmented Reality
    Yang, Tingting
    Jia, Shuwen
    Yu, Ying
    Sui, Zhiyong
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 35 (02): : 1691 - 1704
  • [4] A collaborative Augmented Reality framework based on Distributed Visual SLAM
    Egodagamage, Ruwan
    Tuceryan, Mihran
    2017 INTERNATIONAL CONFERENCE ON CYBERWORLDS (CW), 2017, : 25 - 32
  • [5] Improving Registration of Augmented Reality by Incorporating DCNNS into Visual SLAM
    Chen, Yongbin
    He, Hanwu
    Chen, Heen
    Zhu, Teng
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2018, 32 (12)
  • [6] An Improved Augmented Reality Registration Method Based on Visual SLAM
    Gao, Qing Hong
    Wan, Tao Ruan
    Tang, Wen
    Chen, Long
    Zhang, Kai Bing
    E-LEARNING AND GAMES, EDUTAINMENT 2017, 2017, 10345 : 11 - 19
  • [7] Robust Collaborative Visual-Inertial SLAM for Mobile Augmented Reality
    Pan, Xiaokun
    Huang, Gan
    Zhang, Ziyang
    Li, Jinyu
    Bao, Hujun
    Zhang, Guofeng
    IEEE Transactions on Visualization and Computer Graphics, 2024, 30 (11) : 7354 - 7363
  • [8] Interactive Markerless Augmented Reality System Based on Visual SLAM Algorithm
    Shuvalova, Luybov
    Petrov, Alexander
    Khithov, Vsevolod
    Tishchenko, Igor
    ROBOT INTELLIGENCE TECHNOLOGY AND APPLICATIONS 4, 2017, 447 : 85 - 100
  • [9] Distributed monocular visual SLAM as a basis for a collaborative augmented reality framework
    Egodagamage, Ruwan
    Tuceryan, Mihran
    COMPUTERS & GRAPHICS-UK, 2018, 71 : 113 - 123
  • [10] Adaptive Monocular Visual-Inertial SLAM for Real-Time Augmented Reality Applications in Mobile Devices
    Piao, Jin-Chun
    Kim, Shin-Dug
    SENSORS, 2017, 17 (11)