• Laser & Optoelectronics Progress
  • Vol. 59, Issue 18, 1828002 (2022)
Wei Yang1、2、*, Jinshan Cao3, Huan Zhang3, and Xiangyang Zhou1
Author Affiliations
  • 1College of Information Science and Engineering, Wuchang Shouyi University, Wuhan 430064, Hubei , China
  • 2State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, Hubei , China
  • 3School of Computer Science, Hubei University of Technology, Wuhan 430068, Hubei , China
  • show less
    DOI: 10.3788/LOP202259.1828002 Cite this Article Set citation alerts
    Wei Yang, Jinshan Cao, Huan Zhang, Xiangyang Zhou. Topological Structure-Guided Outlier Removal Algorithm for Remote Sensing Image Matching[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1828002 Copy Citation Text show less
    Overall framework of the proposed algorithm
    Fig. 1. Overall framework of the proposed algorithm
    Topology constrained filtering strategy
    Fig. 2. Topology constrained filtering strategy
    Ratio of outliers of image pairs
    Fig. 3. Ratio of outliers of image pairs
    Number of correct inliers
    Fig. 4. Number of correct inliers
    Matching results of image pair 5
    Fig. 5. Matching results of image pair 5
    Matching results of image pair 7
    Fig. 6. Matching results of image pair 7
    Matching results of image pair 8
    Fig. 7. Matching results of image pair 8
    Matching results of image pair 9
    Fig. 8. Matching results of image pair 9
    Comparison of matching results
    Fig. 9. Comparison of matching results
    Image pairImage platformImage size /(pixel×pixel)GSD /mDateLocation
    Pair 1WorldView-2405×3500.52011USA
    WorldView-2405×3500.52014
    Pair 2Landsat TM512×512301992Brazil
    Landsat TM512×512301994
    Pair 3JERS-1256×256181995Brazil
    JERS-1256×256181996
    Pair 4Landsat TM512×512301990USA
    Landsat TM512×512301994
    Pair 5SPOT-2256×256201995Brazil
    Landsat TM256×256201994
    Pair 6SPOT-5800×8002.52002China
    SPOT-6800×8001.52012
    Pair 7SPOT-5800×8002.52002France
    SPOT-7800×8001.52012
    Pair 8SPOT-51000×10002.52008China
    SPOT-51000×10002.52012
    Pair 9Aerial image1391×13910.52011USA
    Aerial image1391×13910.52011
    Pair 10Radarsat-2800×80032013China
    Airborne SAR800×80032013
    Table 1. Source and parameters of the remote sensing image pairs
    ParameterProposed methodNBCSLPMLLTVFCGMTSOCBVRANSAC
    Accuracy /%97.9775.2648.261.4862.65752.137.0666.79
    Number of correct inliers94.65554.445.743.63721.443.9
    Running time /s5.810.250.0030.224.4434.7260.3517.08
    Table 2. Comparison results of average accuracy, average number of correct matches, and average running time
    Wei Yang, Jinshan Cao, Huan Zhang, Xiangyang Zhou. Topological Structure-Guided Outlier Removal Algorithm for Remote Sensing Image Matching[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1828002
    Download Citation