Juan Miguel Ortiz-de-Lazcano-Lobato

Probabilistic PCA Self-Organizing Maps

Ezequiel López‐Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Domingo López-Rodríguez · IEEE Transactions on Neural Networks · 2009 · 32 citations

Engineering, Machine Learning, Probabilistic Neural Model +18

Road pollution estimation from vehicle tracking in surveillance videos by deep convolutional neural networks

Jorge García-González, Miguel A. Molina‐Cabello, Rafael Marcos Luque‐Baena et al. · Applied Soft Computing · 2021 · 22 citations · Full text

Automotive Tracking, Surveillance Videos, Convolutional Neural Network +17

Foreground detection by probabilistic modeling of the features discovered by stacked denoising autoencoders in noisy video sequences

Jorge García-González, Juan Miguel Ortiz-de-Lazcano-Lobato, Rafael Marcos Luque‐Baena et al. · Pattern Recognition Letters · 2019 · 21 citations · Full text

Video Restoration, Machine Vision, Machine Learning +13

Soft clustering for nonparametric probability density function estimation

Ezequiel López‐Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato · Pattern Recognition Letters · 2008 · 17 citations

Mixture Distribution, Density Estimation, Knowledge Discovery +3

Background subtraction by probabilistic modeling of patch features learned by deep autoencoders

Jorge García-González, Juan Miguel Ortiz-de-Lazcano-Lobato, Rafael Marcos Luque‐Baena et al. · Integrated Computer-Aided Engineering · 2020 · 17 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +19