Electronics Optics & Control, Volume. 31, Issue 4, 1(2024)

A Binocular Vision SLAM Algorithm for UAVs Based on Line Feature Constraints

JIN Lingyun... WANG Congqing and LI Hongguang |Show fewer author(s)
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    References(14)

    [2] [2] ZOU D O,WU Y X,PEI L,et al.StructVIO:visual-inertial odometry with structural regularity of man-made environments[J].IEEE Transactions on Robotics,2019,35(4):999-1013.

    [4] [4] MUR,ARTAL R,MONTIEL J M M,TARDOS J D.ORBSLAM:a versatile and accurate monocular SLAM system[J].IEEE Transactions on Robotics,2015,31(5):1147-1163.

    [5] [5] MUR,ARTAL R,TARDOS J D.ORBSLAM2:an opensource SLAM system for monocularstereo,and RGBD cameras[J].IEEE Transactions on Robotics,2017,33(5):1255-1262.

    [6] [6] CAMPOS C,ELVIRA R,RODR,GUEZ J J G,et al.ORBSLAM3:an accurate opensource library for visualvisual-inertial,and multimap SLAM[J].IEEE Transactions on Robotics,2021,37(6):1874-1890.

    [7] [7] QIN T,LI P L,SHEN S J.VINSMono:a robust and versatile monocular visual-inertial state estimator[J].IEEE Transactions on Robotics,2018,34(4):1004-1020.

    [8] [8] QIN T,PAN J,CAO S Z,et al.A general optimizationbased framework for local odometry estimation with multiple sensors[DB/OL].(2019-01-11) [2023-04-15].https://arxiv.org/abs/1901.03638.

    [9] [9] BAKER S,MATTHEWS I.Lucas,kanade 20 years on:a unifying framework[J].International Journal of Computer Vision,2004,56(3):221-255.

    [10] [10] HE Y J,ZHAO J,GUO Y,et al.PLVIO:tightlycoupled monocular visual-inertial odometry using point and line features[J].Sensors,2018,18(4):1159-1174.

    [11] [11] FU Q,WANG J L,YU H S,et al.PLVINS:real-time monocular visual-inertial SLAM with point and line features[DB/OL].(2022-04-15) [2023-04-15] https://arxiv.org/abs/2009.07462.

    [12] [12] PUMAROLA A,VAKHITOV A,AGUDO A,et al.PLSLAM:real-time monocular visual SLAM with points and lines[C]//2017 IEEE International Conference on Robotics and Automation (ICRA).Singapore:IEEE,2017: 4503-4508.

    [13] [13] VON GIOI R G,JAKUBOWICZ J,MOREL J Met al.LSD:a fast line segment detector with a false detection control[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2008,32(4):722-732.

    [14] [14] ZHANG L L,KOCH R.An efficient and robust line segment matching approach based on LBD descriptor and pairwise geometric consistency[J].Journal of Visual Communication and Image Representation,2013,24(7):794-805.

    [15] [15] BURRI M,NIKOLIC J,GOHL P,et al.The EuRoC micro aerial vehicle datasets[J].The International Journal of Robotics Research,2016,35(10):1157-1163.

    [16] [16] BARTOLI A,STURM P.Structure-from-motion using lines:representationtriangulation,and bundle adjustment[J].Computer Vision and Image Understanding,2005,100(3):416-441.

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    JIN Lingyun, WANG Congqing, LI Hongguang. A Binocular Vision SLAM Algorithm for UAVs Based on Line Feature Constraints[J]. Electronics Optics & Control, 2024, 31(4): 1

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    Paper Information

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    Received: Apr. 23, 2023

    Accepted: --

    Published Online: Jul. 30, 2024

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2024.04.001

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