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Transfer learning between texture classification tasks using convolutional neural networks

Hafemann, Luiz G.; Oliveira, Luiz S.; Cavalin, Paulo R.; Sabourin, Robert
2015

Convolutional Neural Networks (CNNs) have set the state-of-the-art in many computer vision tasks in recent years. For this type of model, it is common to have millions of parameters to train, commonly requiring large ...