de la Paz Gonzalez, Eduardo(Universitat Politècnica de València, 2021-10-14)
[ES] Fermax, fabricantes líderes de videoporteros, porteros automáticos y sistemas de control de acceso en España, tiene distribuidos diferentes modelos de interfonos a lo largo del país. Durante el proceso de digitalización ...
Mansanet Sandín, Jorge(Universitat Politècnica de València, 2016-03-01)
[EN] Deep Learning is a new area of Machine Learning research which aims to create computational models that learn several representations of the data using deep architectures. These methods have become very popular over ...
Mansanet Sandín, Jorge; Albiol Colomer, Alberto; Paredes Palacios, Roberto; Mossi García, José Manuel; Albiol Colomer, Antonio José(Springer Verlag, 2013)
In this work, we have studied the viability of a novel technique to estimate the POR that only requires video feed from a consumer camera. The system can work under uncontrolled light conditions and does not require any ...
Deep learning methods are able to automatically discover better representations of the data to improve the performance of the classifiers. However, in computer vision tasks, such as the gender recognition problem, sometimes ...
In the present work, we propose to deal with two important issues regarding to the RBM's learning capabilities. First, the topology of the input space, and second, the sparseness of the RBM obtained. One problem of RBMs ...
Bañuls Ordóñez, Alejandro(Universitat Politècnica de València, 2021-10-22)
[ES] El objetivo de este TFM consiste en predecir ocho químicos de cuatro reactores biológicos diferentes e independientes que se encuentran en una Estación Depuradora de Aguas Residuales (EDAR). Todo ello resulta en un ...
This paper deals with automatic feature learning using a generative model called Restricted Boltzmann Machine (RBM) for the problem of gender recognition in face images. The RBM is presented together with some practical ...
Mansanet Sandín, Jorge(Universitat Politècnica de València, 2012-12-03)
[ES] El trabajo trata sobre la implementación de un sistema para la estimación de la mirada de una persona
sobre una pantalla. Esto se conoce en la literatura como Point-Of-Regard. Para ello se ha realizado un
estudio ...