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Maize seed variety identification using hyperspectral imaging and self-supervised learning: A two-stage training approach without spectral preprocessing

Liu Zhang, Shubin Zhang, Jincun Liu, Yaoguang Wei, Dong An, Jianwei Wu

2023Expert Systems with Applications28 citationsDOI

Topics & Concepts

Hyperspectral imagingPreprocessorComputer scienceArtificial intelligencePattern recognition (psychology)Classifier (UML)Plant identificationData pre-processingIdentification (biology)Machine learningRandom forestGeneralizationMathematicsMathematical analysisBiologyBotanySpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchSmart Agriculture and AI
Maize seed variety identification using hyperspectral imaging and self-supervised learning: A two-stage training approach without spectral preprocessing | Litcius