Electronics Optics & Control, Volume. 28, Issue 7, 31(2021)

An Improved GMS Algorithm Based on Quality of Feature Matching

LIU Shuai1... RUI Ting2, WANG Dong2 and YANG Chengsong2 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(9)

    [1] [1] JIA K,CHAN T H,ZENG Z,et al.ROML:a robust feature correspondence approach for matching objects in a set of images[J].International Journal of Computer Vision, 2016,117(2):173-197.

    [2] [2] LU Y,SONG D.Visual navigation using heterogeneous landmarks and unsupervised geometric constraints[J].IEEE Transactions on Robotics,2015,31(3):736-749.

    [3] [3] CHEN J,BAUTEMBACH D,IZADI S.Scalable real-time volumetric surface reconstruction[J].ACM Transactions on Graphics,2013,32(4): 113-124.

    [4] [4] ABATE A F,NAPPI M,RICCIO D,et al.2D and 3D face recognition:a survey[J].Pattern Recognition Letters, 2007,28(14):1885-1906.

    [5] [5] RUBLEE E,RABAUD V,KONOLIGE K,et al.ORB: an efficient alternative to SIFT or SURF[C]//International Conference on Computer Vision,2011: 2564-2571.

    [6] [6] BIAN J W,LIN W Y,YEUNG S K.GMS: grid-based motion statistics for fast,ultra-robust feature correspon-dence[C]//IEEE Conference on Computer Vision & Pattern Recognition,2017: 24-31.

    [7] [7] TRAN Q H,CHIN T J,CARNEIRO G,et al.In defence of RANSAC for outlier rejection in deformable registration[C]//Proceedings of the European Conference on Computer Vision,Berlin:Springer,2012:274-287.

    [9] [9] YUAN X P,ZHANG Y,ZHANG X,et al.ORB feature matching algorithm based on improved FAST detection[J].Science Technology and Engineering,2019,19(21):233-239.

    [11] [11] ZHAO P P,DING D R,WANG Y X,et al.An improved GMS-PROSAC algorithm for image mismatch elimination[J].Systems Science & Control Engineering,2018,6(1):220-229.

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    LIU Shuai, RUI Ting, WANG Dong, YANG Chengsong. An Improved GMS Algorithm Based on Quality of Feature Matching[J]. Electronics Optics & Control, 2021, 28(7): 31

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    Paper Information

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    Received: Jul. 1, 2020

    Accepted: --

    Published Online: Aug. 6, 2021

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2021.07.007

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