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Automatic reconstruction of closely packed fabric composite RVEs using yarn-level micro-CT images processed by convolutional neural networks (CNNs) and based on physical characteristics

Chongrui Tang, Jianchao Zou, Yifeng Xiong, Biao Liang, Weizhao Zhang

2024Composites Science and Technology29 citationsDOI

Topics & Concepts

YarnArtificial intelligenceSegmentationConvolutional neural networkMaterials scienceComposite numberArtificial neural networkFiberPattern recognition (psychology)Computer scienceImage segmentationImage processingComposite materialImage (mathematics)Computer visionIndustrial Vision Systems and Defect DetectionTextile materials and evaluationsOptical measurement and interference techniques
Automatic reconstruction of closely packed fabric composite RVEs using yarn-level micro-CT images processed by convolutional neural networks (CNNs) and based on physical characteristics | Litcius