Combining deep convolutional generative adversarial networks with visible-near infrared hyperspectral reflectance to improve prediction accuracy of anthocyanin content in rice seeds
Xingsheng Bao, Deyao Huang, Biyun Yang, Jiayi Li, Atoba Tolulope Opeyemi, Renye Wu, Haiyong Weng, Zuxin Cheng
Topics & Concepts
Hyperspectral imagingAnthocyaninComputer scienceGenerative adversarial networkArtificial intelligenceGenerative grammarInfraredConvolutional neural networkReflectivityRemote sensingDeep learningEnvironmental sciencePattern recognition (psychology)Food scienceOpticsGeologyChemistryPhysicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies