Existing approaches addressing the few-shot open-set recognition (FSOSR) challenge in hyperspectral images (HSIs) often encounter limitations stemming from sparse labels. restricted category numbers. and low openness. These limitations compromise stability and adaptability. https://nitiir7wictq.celticwiki.com/1456066/efficacy_of_f_acp_containing_dental_mousse_in_the_remineralization_of_white_spot_lesions_after_fixed_orthodontic_therapy_a_randomized_clinical_trial