Non-destructive detection and classification of textile fibres based on hyperspectral imaging and 1D-CNN
Jiadong Huang, Hongyuan He, Rulin Lv, Guangteng Zhang, Zongxian Zhou, Xiaobin Wang
Topics & Concepts
Artificial intelligenceHyperspectral imagingPattern recognition (psychology)Convolutional neural networkSupport vector machineRandom forestTextileLinear discriminant analysisArtificial neural networkComputer sciencePartial least squares regressionIdentification (biology)Machine learningMaterials scienceComposite materialBiologyBotanySpectroscopy and Chemometric AnalysesIndustrial Vision Systems and Defect DetectionRemote-Sensing Image Classification