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  • Deep dictionary learning with reconstruction for texture recognition

    Deep dictionary learning with reconstruction for texture recognition

    Experimental setting

    To validate our method, we utilized the LMT-108 dataset46 containing 108 different objects which are divided into 9 categories: 1) Meshes; 2) Stones; 3) Glossy; 4) Wood Types; 5) Rubbers; 6) Fibers; 7) Foams; 8) Foils and…

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  • Data-driven frameworks to robustly predict solubility parameter of diverse polymers

    Data-driven frameworks to robustly predict solubility parameter of diverse polymers

    Convolutional neural network

    A Convolutional Neural Network (CNN) is a type of deep learning algorithm tailored to handle structured data, including images and time-series data. These networks excel in visual computing applications, like object…

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