1 code implementation • 2 Jul 2020 • J. I. Forcen, Miguel Pagola, Edurne Barrenechea, Humberto Bustince
We present a method to learn the weights of the OWA aggregation operator in a Bag-of-Words framework and in Convolutional Neural Networks, and provide an extensive evaluation showing that OWA based pooling outperforms classical aggregation operators.
1 code implementation • 30 Mar 2020 • J. I. Forcen, Miguel Pagola, Edurne Barrenechea, Humberto Bustince
The feature map from the last convolutional layer of a CNN encodes descriptive information from which a discriminative global descriptor can be obtained.