NIR-GAN: A spectral data augmentation framework for medicine-food homologous herb identification
Yang Yu, Chenglong Qiu, Dexiang Zhou, Yao Qin, Mingxing Li, Dandan Zhai, Peng Li, Peng Li, Xiangfei Cheng
Topics & Concepts
DiscriminatorComputer scienceArtificial intelligenceIdentification (biology)ResidualHyperspectral imagingMachine learningRegularization (linguistics)Pattern recognition (psychology)Data qualityData miningQuality (philosophy)Construct (python library)Spectral signatureIdentifiabilityConsistency (knowledge bases)Generative grammarLinear discriminant analysisFeature extractionMedical diagnosisUpsamplingMedicinal herbsGenerative adversarial networkRaw dataSpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesMetabolomics and Mass Spectrometry Studies