• Acta Photonica Sinica
  • Vol. 50, Issue 4, 182 (2021)
Yu ZHANG, Xiping XU, Ning ZHANG, Yaowen LÜ, and Yi LU
Author Affiliations
  • College of Optoelectronic Engineering, Changchun University of Science and Technology, Changchun130022, China
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    DOI: 10.3788/gzxb20215004.0415002 Cite this Article
    Yu ZHANG, Xiping XU, Ning ZHANG, Yaowen LÜ, Yi LU. Research on Visual Odometry Based on Catadioptric Panoramic Camera[J]. Acta Photonica Sinica, 2021, 50(4): 182 Copy Citation Text show less
    Structure of catadioptric panoramic camera
    Fig. 1. Structure of catadioptric panoramic camera
    Algorithm flow
    Fig. 2. Algorithm flow
    Projection model of catadioptric panoramic camera
    Fig. 3. Projection model of catadioptric panoramic camera
    Flow chart of monocular initialization for catadioptric panoramic camera
    Fig. 4. Flow chart of monocular initialization for catadioptric panoramic camera
    Catadioptric panoramic camera spherical epipolar geometry
    Fig. 5. Catadioptric panoramic camera spherical epipolar geometry
    Panoramic image feature point extration
    Fig. 6. Panoramic image feature point extration
    Mask the image and extract feature points
    Fig. 7. Mask the image and extract feature points
    Sparse point cloud and key frame trajectory graph
    Fig. 8. Sparse point cloud and key frame trajectory graph
    Comparison of calculated trajectory and real trajectory under each sequence of Multi-FoV data set
    Fig. 9. Comparison of calculated trajectory and real trajectory under each sequence of Multi-FoV data set
    SequenceLength/mAlgorithmRMSE/mStd/m
    Urban canyon482.59Ours0.110.04
    ORB⁃SLAM20.180.10
    ORB⁃SLAM30.140.09
    DSO0.120.07
    Room9.33Ours0.0020.000 7
    ORB⁃SLAM20.0040.002 0
    ORB⁃SLAM30.0040.002 0
    DSO0.0200.009 0
    Table 1. Pose trajectory error statistics
    AlgorithmSpeed(×2)Speed(×3)Speed(×4)Speed(×5)
    Ours
    ORB⁃SLAM2×
    ORB⁃SLAM3×
    DSO××
    Table 2. Tracking result statistics
    Yu ZHANG, Xiping XU, Ning ZHANG, Yaowen LÜ, Yi LU. Research on Visual Odometry Based on Catadioptric Panoramic Camera[J]. Acta Photonica Sinica, 2021, 50(4): 182
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