Multi-attribute spectral imaging with a wavelength-aware band-gated vision transformer for camellia oil adulteration detection
Adulteration-induced differences in near-infrared spectra of camellia oil may occur simultaneously in the global spectral profile, local variation patterns, and interactions among distant spectral regions. Conventional one-dimensional modeling provides limited means to preserve and jointly learn these multilevel relati...