A pre-training enhanced deep learning framework for robust sparse unmixing in chemical imaging
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Background: Chemical imaging techniques, such as hyperspectral and Raman imaging, provide spatially resolved spectral insights for non-destructive analysis of complex mixtures. However, accurately decomposing mixed pixel spectra ... ...