Laser & Optoelectronics Progress, Volume. 58, Issue 14, 1415002(2021)
Remote Sensing Images Mosaicking Method Based on Spatiotemporal Fusion
Figures & Tables(7)
Fig. 3. Integral mosaic results of different algorithms. (a) ENVI algorithm; (b) ENBLEND algorithm; (c) ENFUSE algorithm; (d) QP algorithm; (e) MOST method
Fig. 4. Local area of
Fig. 5. Mosaic results at different reference moments. (a) LandSat (December); (b) MOST (October); (c) LandSat (October); (d) MOST (November); (e) LandSat (November)
Fig. 6. Mosaic results of different algorithms in transition region. (a) ENVI algorithm; (b) ENBLEND algorithm; (c) ENFUSE algorithm; (d) QP algorithm; (e) MOST method
Table 1. Digital evaluation of mosaicking results
View tableTable 1. Digital evaluation of mosaicking results
Block Algorithm RMSE CC SSIM MI SAM ERGAS RASE Q4 Block 1 ENVI 68 0.986 0.973 4.622 0.141 0.158 0.150 0.983 ENBLEND 3 1.000 1.000 4.847 0.003 0.007 0.007 1.000 ENFUSE 113 0.891 0.704 1.099 0.064 0.244 0.238 0.868 QP -- 0.987 0.896 4.883 0.050 0.311 0.310 0.893 MOST 2 1.000 1.000 5.217 0.001 0.004 0.003 1.000 Block 2 ENVI 219 0.673 0.861 1.501 0.073 0.516 0.490 0.601 ENBLEND 210 0.694 0.875 1.646 0.063 0.497 0.473 0.626 ENFUSE 126 0.817 0.701 0.830 0.062 0.300 0.290 0.781 QP -- 0.903 0.873 1.698 0.076 0.339 0.334 0.868 MOST 166 0.778 0.843 1.301 0.059 0.391 0.380 0.738 Block 3 ENVI 132 0.902 0.879 1.858 0.076 0.307 0.294 0.865 ENBLEND 83 0.939 0.943 2.093 0.047 0.199 0.194 0.930 ENFUSE 103 0.891 0.869 1.081 0.058 0.256 0.247 0.858 QP -- 0.934 0.782 2.055 0.140 0.487 0.481 0.775 MOST 91 0.923 0.909 1.496 0.054 0.229 0.227 0.913 Block Algorithm RMSE CC SSIM MI SAM ERGAS RASE Q4 Total ENVI 153 0.854 0.900 1.857 0.096 0.357 0.340 0.818 ENBLEND 130 0.868 0.941 2.266 0.038 0.302 0.289 0.845 ENFUSE 114 0.870 0.788 1.000 0.061 0.267 0.259 0.842 QP -- 0.936 0.852 2.242 0.090 0.391 0.388 0.838 MOST 109 0.898 0.920 1.955 0.039 0.257 0.250 0.885
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Chaoqi He, Qize Li, Hualin Liu, Jingbo Wei. Remote Sensing Images Mosaicking Method Based on Spatiotemporal Fusion[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1415002
Paper Information
Category: Machine Vision
Received: Sep. 16, 2020
Accepted: Nov. 14, 2020
Published Online: Jul. 8, 2021
The Author Email: Jingbo Wei (qzlicn@163.com)
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