2 papers
cs.LG2021
ConformalLayers: A non-linear sequential neural network with associative layers
Eduardo Vera Sousa, Leandro A. F. Fernandes, Cristina Nader Vasconcelos
Convolutional Neural Networks (CNNs) have been widely applied. But as the CNNs grow, the number of arithmetic operations and memory footprint also increase. Furthermore, typical no…
cs.CV2019
Hierarchy-of-Visual-Words: a Learning-based Approach for Trademark Image Retrieval
Vítor N. Lourenço, Gabriela G. Silva, Leandro A. F. Fernandes
In this paper, we present the Hierarchy-of-Visual-Words (HoVW), a novel trademark image retrieval (TIR) method that decomposes images into simpler geometric shapes and defines a de…