Research Article
Improvement of Sentinel-1 Remote Sensing Data Classification by DWT and PCA
Table 5
List of classes identified on Sentinel-1 classified data using DWT method in case of the restriction
with (
, ).
| | Classes | MF | Polarization | | FP (%) | Pr | |
| | C1 | Db1 | VH | 9 | 16.22 | 0.83 | 0.77 | | Db45 | VV | 11 | 15.58 | 0.82 | 0.72 | | 9 | 10.91 | 0.87 | 0.70 | | VH | 11 | 37.58 | 0.69 | 0.84 | | Coiflet5 | VH | 11 | 31.26 | 0.73 | 0.83 | | Sym2 | VV | 11 | 27.01 | 0.77 | 0.74 | | C2 | Coiflet5 | VH | 9 | 46.92 | 0.55 | 0.57 | | C4 | Db45 | VV | 11 | 28.33 | 0.78 | 1.00 | | Coiflet5 | VH | 9 | 2.61 | 0.97 | 0.79 | | 11 | 17.06 | 0.84 | 0.87 | | C5 | Coiflet5 | VH | 11 | 38.48 | 0.64 | 0.69 | | C6 | Coiflet5 | VH | 9 | 7.62 | 0.91 | 0.81 | | 11 | 15.86 | 0.83 | 0.76 | | C7 | Coiflet5 | VH | 9 | 44.45 | 0.62 | 0.72 | | 11 | 31.36 | 0.74 | 0.90 | | C8 | Coiflet5 | VH | 11 | 12.85 | 0.82 | 0.59 | | C9 | Coiflet5 | VH | 9 | 10.14 | 0.90 | 0.89 | | 11 | 7.29 | 0.92 | 0.87 | | Sym2 | VV | 11 | 16.73 | 0.84 | 0.93 |
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