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Listar Artículos (Lenguajes y Sistemas Informáticos) por autor "Arcos García, Álvaro"
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Artículo
Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods
Arcos García, Álvaro; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (Elsevier, 2018-03-01)This paper presents a Deep Learning approach for traffic sign recognition systems. Several classification experiments are ...
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Artículo
Evaluation of Deep Neural Networks for traffic sign detection systems
Arcos García, Álvaro; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (Elsevier, 2018)Traffic sign detection systems constitute a key component in trending real-world applications, such as autonomous driving, ...
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Artículo
Exploiting synergies of mobile mapping sensors and deep learning for traffic sign recognition systems
Arcos García, Álvaro; Soilán, Mario; Álvarez García, Juan Antonio; Riveiro, Belén (Elsevier, 2017)This paper presents an efficient two-stage traffic sign recognition system. First, 3D point cloud data is acquired by a ...