Acta Optica Sinica, Volume. 38, Issue 7, 0715004(2018)

Quadrotor Autonomous Flight and Three-Dimensional Dense Reconstruction Based on VI-SLAM

Huican Lin1, Qiang Lü1、*, Heng Wei1, Yang Wang1, and Bing Liang1
Author Affiliations
  • 1 94891 Troop, Beijing 100076, China
  • 1 Department of Weapon and Control, Academy of Army Armored Force, Beijing 100072, China
  • 1 School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China
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    Figures & Tables(8)
    Fusion framework of VSLAM and IMU
    System framework
    Quadrotor micro aerial vehicle platform
    Comparison of absolute trajectory error
    Trajectory in the process of autonomous take-off and hover. (a) x axis; (b) y axis; (c) z axis; (d) x-y plane
    Three-dimensional trajectory of autonomous take-off and hover
    Three-dimensional dense reconstruction. (a) Reconstruction of V101 data sequence; (b) reconstruction of V102 data sequence;(c) reconstruction of V201 data sequence; (d) reconstruction of MH01 data sequence; (e) reconstruction of real environment
    • Table 1. Comparison between the traditional and proposed fusion frameworkm

      View table

      Table 1. Comparison between the traditional and proposed fusion frameworkm

      SequenceMethodRMSEMeanMedianStdMinMax
      Traditional0.2236640.1933200.1877480.1124860.0195272.504566
      MH01Proposed0.1825760.1609510.1295640.0861910.0317300.596140
      Traditional0.1226480.1124080.1029430.0490610.0041270.510390
      V101Proposed0.0907010.0844220.0784400.0331600.0185620.312477
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    Huican Lin, Qiang Lü, Heng Wei, Yang Wang, Bing Liang. Quadrotor Autonomous Flight and Three-Dimensional Dense Reconstruction Based on VI-SLAM[J]. Acta Optica Sinica, 2018, 38(7): 0715004

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    Paper Information

    Category: Machine Vision

    Received: Jan. 15, 2018

    Accepted: --

    Published Online: Sep. 5, 2018

    The Author Email:

    DOI:10.3788/AOS201838.0715004

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