Table 2 Basic situation of six datasets.
From: Endmember extraction and abundance estimation algorithm based on double-compressed sampling
Dataset | Original bands | Original image size | Available bands (Remove the water absorption and noisy bands) | Cropped image size (spatially cropping for computation convenience) |
|---|---|---|---|---|
Cuprite1 | 224 | 614*512 | 188 | 256*256 |
Cuprite2 | 224 | 614*512 | 188 | 256*256 |
Cuprite3 | 224 | 614*512 | 188 | 256*256 |
Indian Pines | 220 | 145*145 | 200 | 128*128 |
Pavia University | 115 | 610*340 | 103 | 256*256 |
Botswana | 242 | 1476*256 | 145 | 256*256 |
