Roberto Olmos

Automatic handgun detection alarm in videos using deep learning

Roberto Olmos, Siham Tabik, Francisco Herrera · Neurocomputing · 2017 · 251 citations

Convolutional Neural Network, Machine Vision, Machine Learning +6

Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance

Francisco Pérez-Hernández, Siham Tabik, A. Lamas et al. · Knowledge-Based Systems · 2020 · 186 citations

Image Classification, Machine Vision, Image Analysis +11

Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning

Alberto Castillo, Siham Tabik, Francisco Pérez-Hernández et al. · Neurocomputing · 2018 · 116 citations

Surveillance Videos, Convolutional Neural Network, Image Classification +10

Human pose estimation for mitigating false negatives in weapon detection in video-surveillance

A. Lamas, Siham Tabik, Antonio Montes et al. · Neurocomputing · 2022 · 67 citations

Machine Vision, Machine Learning, Image Analysis +11

A binocular image fusion approach for minimizing false positives in handgun detection with deep learning

Roberto Olmos, Siham Tabik, A. Lamas et al. · Information Fusion · 2018 · 50 citations

Image Classification, Convolutional Neural Network, Image Analysis +9