Journal of Infrared and Millimeter Waves, Volume. 42, Issue 4, 519(2023)

Analysis of eliminating feature mismatch in satellite-borne optical remote sensing images

Su-Mei XUE1,2,3, Yu-Yu TANG1,2、*, Jun WEI1,2, and Xiao-Xian HUANG1,2
Author Affiliations
  • 1Key Laboratory of Infrared Detection and Imaging Technology of the Chinese Academy of Sciences,Shanghai 200083,China
  • 2Shanghai Institute of Technical Physics of the Chinese Academy of Sciences,Shanghai 200083,China
  • 3University of Chinese Academy of Sciences,Beijing 100049,China
  • show less
    References(17)

    [1] Zhou H, Dai A, Tian T et al. Feature matching for remote sensing image registration via manifold regularization[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, 4564-4574(2020).

    [2] Yu R, Chen W, Yang Y et al. Remote sensing image registration of small unmanned aerial vehicles based on inlier maximization and outlier control[J]. Journal of Remote Sensing, 24, 1325-1341(2020).

    [3] Hong Y, Leng C, Zhang X et al. HOLBP: Remote sensing image registration based on histogram of oriented local binary pattern descriptor[J]. Remote Sensing, 13, 2328(2021).

    [4] Fischler M. A., Bolles R.. Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography[J]. Commun. ACM, 24, 381-395(1981).

    [5] Li B, Ye H. RSCJ: Robust sample consensus judging algorithm for remote sensing image registration[J]. IEEE Geoscience and Remote Sensing Letters, 9, 574-578(2012).

    [6] Wu Y, Ma W, Gong M et al. A novel point-matching algorithm based on fast sample consensus for image registration[J]. IEEE Geoscience and Remote Sensing Letters, 12, 43-47(2014).

    [7] Ma J, Zhao J, Jiang J et al. Locality preserving matching[J]. International Journal of Computer Vision, 127, 512-531(2019).

    [8] Wu Y, Xiao Z, Liu S et al. A Two-Step Method for Remote Sensing Images Registration Based on Local and Global Constraints[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 5194-5206(2021).

    [9] Ye X, Ma J, Xiong H. Local Affine Preservation With Motion Consistency for Feature Matching of Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-12(2021).

    [10] Ma J, Li Z, Zhang K et al. Robust feature matching via neighborhood manifold representation consensus[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 183, 196-209(2022).

    [11] Lyu G, Chi Q, Awrangjeb M et al. Robust Registration of Multispectral Satellite Images Based on Structural and Geometrical Similarity[J]. IEEE Geoscience and Remote Sensing Letters, 19, 1-5(2021).

    [12] Chen J, Yang M, Peng C et al. Robust Feature Matching via Local Consensus[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-16(2022).

    [13] Li X, Hu Z. Rejecting mismatches by correspondence function[J]. International Journal of Computer Vision, 89, 1-17(2010).

    [14] Wang G, Wang Z, Chen Y et al. Learning coherent vector fields for robust point matching under manifold regularization[J]. Neurocomputing, 216, 393-401(2016).

    [15] Lowe D G. Distinctive image features from scale-invariant keypoints[J]. International journal of computer vision, 60, 91-110(2004).

    [16] Fan B, Huo C, Pan C et al. Registration of optical and SAR satellite images by exploring the spatial relationship of the improved SIFT[J]. IEEE Geoscience and Remote Sensing Letters, 10, 657-661(2012).

    [17] Ma W, Wen Z, Wu Y et al. Remote sensing image registration with modified SIFT and enhanced feature matching[J]. IEEE Geoscience and Remote Sensing Letters, 14, 3-7(2016).

    Tools

    Get Citation

    Copy Citation Text

    Su-Mei XUE, Yu-Yu TANG, Jun WEI, Xiao-Xian HUANG. Analysis of eliminating feature mismatch in satellite-borne optical remote sensing images[J]. Journal of Infrared and Millimeter Waves, 2023, 42(4): 519

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Nov. 9, 2022

    Accepted: --

    Published Online: Aug. 1, 2023

    The Author Email: Yu-Yu TANG (tangyuyu@mail.sitp.ac.cn)

    DOI:10.11972/j.issn.1001-9014.2023.04.014

    Topics