Remote Sensing Technology and Application, Volume. 40, Issue 2, 332(2025)

Multispectral Remote Sensing Image Change Detection based on Gabor-CVA Method

Yanmiao YU and Qian WANG*
Author Affiliations
  • Department of Geography, Tianjin Normal University, Tianjin300387, China
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    Figures & Tables(12)
    Remote sensing images of the study area
    Flow chart of change detection algorithm based on Gabor-CVA
    Texture feature image
    CVA change detection principle
    Feature extraction and fusion of images
    Feature importance ranking
    Gabor-CVA method change detection results
    Visual interpretation results
    CVA method change detection results
    Change detection results after RF classification
    • Table 1. Change range detection accuracy

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      Table 1. Change range detection accuracy

      OACRPACRUACR
      Gabor-CVA/%88.7782.0110.74
      CVA/%74.0160.4513.80
      RF分类后变化检测/%77.8465.7616.22
    • Table 2. Change type detection accuracy

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      Table 2. Change type detection accuracy

      Gabor-CVACVARF分类后变化检测
      PACT/%UACT/%PACT/%UACT/%PACT/%UACT/%
      水体变为植被84.3784.2779.3628.7383.4688.65
      水体变为建筑71.6377.6523.217.3152.7842.66
      水体变为裸地80.2975.6651.7227.5236.2317.81
      植被变为水体91.5393.0092.3880.6153.4279.93
      植被变为建筑86.9568.1643.5249.1536.3919.62
      植被变为裸地72.8252.9139.6910.2943.2168.51
      建筑变为植被86.2670.4216.8949.5940.7227.99
      建筑变为裸地83.2061.5917.5810.6322.7812.50
      裸地变为水体87.0083.7582.4310.4056.1342.83
      裸地变为植被84.6478.4282.2151.9862.4179.79
      裸地变为建筑74.9566.9745.6246.5539.4218.14
      OACT/%77.4446.6867.34
      Kappa0.750.380.50
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    Yanmiao YU, Qian WANG. Multispectral Remote Sensing Image Change Detection based on Gabor-CVA Method[J]. Remote Sensing Technology and Application, 2025, 40(2): 332

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    Paper Information

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    Received: Sep. 14, 2023

    Accepted: --

    Published Online: May. 23, 2025

    The Author Email: Qian WANG (wangqian12031@163.com)

    DOI:10.11873/j.issn.1004-0323.2025.2.0332

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