Listar por autor "Hamreras, Safa"
Mostrando ítems 1-2 de 2
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Content Based Image Retrieval by Convolutional Neural Networks
Hamreras, Safa; Benítez-Rochel, Rafaela
; Boucheham, Bachir; Molina-Cabello, Miguel Ángel; López-Rubio, Ezequiel (2019-06-07)
In this paper, we present a Convolutional Neural Network (CNN) for feature extraction in Content based Image Retrieval (CBIR). The proposed CNN aims at reducing the semantic gap between low level and high-level features. ... -
Content-based image retrieval by ensembles of deep learning object classifiers.
Hamreras, Safa; Boucheham, Bachir; Molina-Cabello, Miguel Ángel; Benítez-Rochel, Rafaela; López-Rubio, Ezequiel (2020-05-20)
Ensemble learning has demonstrated its efficiency in many computer vision tasks. In this paper, we address this paradigm within content based image retrieval (CBIR). We propose to build an ensemble of convolutional neural ...