Browsing Documentos Indexados pela Web of Science by Author "Cavalin, Paulo R."

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Automatic forest species recognition based on multiple feature sets

Kapp, Marcelo N.; Bloot, Rodrigo; Cavalin, Paulo R.; Oliveira, Luiz Eduardo Soares de
2014

In this paper we investigate the use of multiple feature sets for automatic forest species recognition. In order to accomplish this, different feature sets are extracted, evaluated, and combined into a framework based on ...
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 ...