Table 3 The SAD results for endmember extraction, using VCA_FCLS as the standard.
From: Endmember extraction and abundance estimation algorithm based on double-compressed sampling
SAD (rad) | Sampling rate | ||||
---|---|---|---|---|---|
0.1 | 0.2 | 0.3 | 0.4 | 0.5 | |
Cuptite1 | |||||
CPPCA_VCA_FCLS | 0.287 | 0.058 | 0.048 | 0.051 | 0.056 |
SU_DCS | 0.048 | 0.038 | 0.025 | 0.024 | 0.023 |
Cuprite2 | |||||
CPPCA_VCA_FCLS | 0.619 | 0.291 | 0.197 | 0.111 | 0.090 |
SU_DCS | 0.112 | 0.251 | 0.257 | 0.247 | 0.213 |
Cuprite3 | |||||
CPPCA_VCA_FCLS | 0.343 | 0.084 | 0.053 | 0.041 | 0.036 |
SU_DCS | 0.035 | 0.049 | 0.040 | 0.036 | 0.037 |
Indian Pines | |||||
CPPCA_VCA_FCLS | 0.562 | 0.410 | 0.322 | 0.303 | 0.264 |
SU_DCS | 0.141 | 0.284 | 0.302 | 0.329 | 0.318 |
Pavia University | |||||
CPPCA_VCA_FCLS | 0.793 | 0.420 | 0.357 | 0.349 | 0.369 |
SU_DCS | 0.304 | 0.288 | 0.439 | 0.343 | 0.365 |
Botswana | |||||
CPPCA_VCA_FCLS | 0.831 | 0.352 | 0.263 | 0.283 | 0.299 |
SU_DCS | 0.329 | 0.201 | 0.260 | 0.215 | 0.183 |