Abstract
Data mining has been successfully applied in several domains to extract knowledge from different media types. In the context of images, part of this process can be supported by deep learning methods, including convolutional neural networks. State-of-the-art in many visual recognition tasks, these methods can learn directly from unstructured data. However, they are generally perceived as b…