Table 5 Evaluation results of architectures with and without LSTM block.
From: Urban change detection of remote sensing images via deep-feature extraction
Models | Dataset | Pre_c (%) | Rec_c (%) | Pre_nc (%) | Rec_nc (%) | F1 (%) | Kappa (%) |
|---|---|---|---|---|---|---|---|
Method with LSTM block | OSCD CD_Data_GZ | 43.22 58.29 | 57.13 56.03 | 97.73 94.36 | 96.09 94.83 | 49.21 57.14 | 46.18 51.74 |
Method without LSTM block | OSCD CD_Data_GZ | 42.75 51.55 | 47.59 36.16 | 97.26 96.72 | 96.69 98.23 | 45.05 49.30 | 41.22 45.01 |
