Semiconductor Optoelectronics, Volume. 44, Issue 4, 639(2023)

Image Matching Algorithm Based on Gaussian Filtering and AKAZE-LATCH

GU Xuejing1,2, YANG Baoshang2,3、*, and LIU Qiuyue2,3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    [5] [5] Bay H, Ess A, Tuytelaars T, et al. Speeded-up robust features (SURF)[J]. Computer Vision and Image Understanding, 2008, 110(3): 346-359.

    [6] [6] Tafti A P, Baghaie A, Kirkpatrick A B, et al. A comparative study on the application of SIFT, SURF, BRIEF and ORB for 3D surface reconstruction of electron microscopy images[J]. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2018, 6(1): 17-30.

    [7] [7] Alcantarilla P F, Bartoli A, Davison A J. KAZE features[C]// Computer Vision-ECCV 2012: 12th European Conf. on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part Ⅵ 12. Springer Berlin Heidelberg, 2012: 214-227.

    [8] [8] Sharma S K, Jain K. Image stitching using AKAZE features[J]. J. of the Indian Society of Remote Sensing, 2020, 48: 1389-1401.

    [11] [11] Wang M, Zheng S, Li X, et al. A new image denoising method based on Gaussian filter[C]// 2014 Inter. Conf. on Information Science, Electronics and Electrical Engineering. IEEE, 2014: 163-167.

    [12] [12] Levi G, Hassner T. LATCH: learned arrangements of three patch codes[C]// 2016 IEEE Winter Conf. on Applications of Computer Vision (WACV). IEEE, 2016: 1-9.


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    GU Xuejing, YANG Baoshang, LIU Qiuyue. Image Matching Algorithm Based on Gaussian Filtering and AKAZE-LATCH[J]. Semiconductor Optoelectronics, 2023, 44(4): 639

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    Paper Information


    Received: Apr. 16, 2023

    Accepted: --

    Published Online: Nov. 26, 2023

    The Author Email: Baoshang YANG (