Laser & Optoelectronics Progress, Volume. 62, Issue 12, 1215005(2025)

Improved Visual SLAM Localization Algorithm for ORB Feature Matching

Daixian Zhu1, Jiaxin Wei1、*, and Shulin Liu2
Author Affiliations
  • 1College of Communications and Information Technology, Xi'an University of Science and Technology, Xi'an 710054, Shaanxi , China
  • 2College of Electrical and Control Engineering, Xi'an University of Science and Technology, Xi'an 710054, Shaanxi , China
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    References(19)

    [2] Xi Z H, Wang H X, Han S Q. Fast mismatch elimination algorithm and map-building based on ORB-SLAM2 system[J]. Journal of Computer Applications, 40, 3289-3294(2020).

    [3] Ma A Q, Yao W Q. Multi sensor adaptive fusion SLAM method for underground mobile robots in coal mines[J]. Industry and Mine Automation, 50, 107-117(2024).

    [4] Ma Y T, Liu F, Wang J et al. An adaptive visual SLAM positioning method considering brightness characteristics of images[J]. Science of Surveying and Mapping, 48, 42-50(2023).

    [5] Xing F Y, Xu C, Gao H W. Efficient and high-precision illumination adaptive ORB feature matching algorithm[J]. Journal of Electronic Measurement and Instrumentation, 37, 140-147(2023).

    [7] Liu C, Dang S W, Chen L. Improved feature matching and dense-mapping algorithm based on ORB-SLAM3[J]. Application Research of Computers, 40, 3443-3449(2023).

    [9] Cai X Q, Wang X S, Li W. A visual SLAM algorithm in indoor weak texture environment[J]. Robot, 46, 284-293, 304(2024).

    [11] Fu L, Fan Y G, Li G S et al. Grid motion statistics fast matching algorithm for rotating images[J]. Laser & Optoelectronics Progress, 58, 1210005(2021).

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    Daixian Zhu, Jiaxin Wei, Shulin Liu. Improved Visual SLAM Localization Algorithm for ORB Feature Matching[J]. Laser & Optoelectronics Progress, 2025, 62(12): 1215005

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    Paper Information

    Category: Machine Vision

    Received: Oct. 15, 2024

    Accepted: Dec. 19, 2024

    Published Online: Jun. 9, 2025

    The Author Email: Jiaxin Wei (wjx@stu.xust.edu.cn)

    DOI:10.3788/LOP242119

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