Open Access
Table 1
Methods used in this work (adapted from [29]).
| Name | Architecture | Implementation |
|---|---|---|
| NMF | Non-negative Matrix Factorisation | Hyperspy [29] |
| ICA | Independent Component Analysis | Hyperspy [29] |
| VCA30 | Geometrical based approach | Code available on the web |
| BLU31 | Statistical Bayesian | Code available on the web |
| DAEU22 | Deep AE | Code available on the web |
| MTAEU23 | Deep encoder utilising MTL | Code available on the web |
| CNNAEU24 | Fully CNN encoder and decoder | Code available on the web |
| uDAS20 | Untied denoising AE with sparsity | Code available on the web |
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