Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning. - Alberto Castillo 001; Siham Tabik; Francisco Pérez 002; Roberto Olmos; Francisco Herrera (Neurocomputing, 2019)

A binocular image fusion approach for minimizing false positives in handgun detection with deep learning. - Roberto Olmos; Siham Tabik; Alberto Castillo Lamas; Francisco Pérez-Hernández; Francisco Herrera (Inf. Fusion, 2019)

Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance. - Francisco Pérez-Hernández; Siham Tabik; Alberto Castillo Lamas; Roberto Olmos; Hamido Fujita; Francisco Herrera (Knowl. Based Syst., 2020)

MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance. - Roberto Olmos; Siham Tabik; Francisco Pérez-Hernández; Alberto Lamas 001; Francisco Herrera (CoRR, 2021)

Small and large scale critical infrastructures detection based on deep learning using high resolution orthogonal images. - Francisco Pérez-Hernández; José Rodríguez-Ortega; Yassir Benhammou; Francisco Herrera; Siham Tabik (CoRR, 2021)

CI-Dataset and DetDSCI Methodology for Detecting Too Small and Too Large Critical Infrastructures in Satellite Images: Airports and Electrical Substations as Case Study. - Francisco Pérez-Hernández; José Rodríguez-Ortega; Yassir Benhammou; Francisco Herrera; Siham Tabik (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Human pose estimation for mitigating false negatives in weapon detection in video-surveillance. - Alberto Lamas 001; Siham Tabik; Antonio Cano Montes; Francisco Pérez-Hernández; Jorge García-Torres Fernández; Roberto Olmos; Francisco Herrera (Neurocomputing, 2022)

A hybrid model integrating artificial neural network with multiple GARCH-type models and EWMA for performing the optimal volatility forecasting of market risk factors. - Francisco Pérez-Hernández; Alvaro Arévalo-de-Pablos; María-del-Mar Camacho-Miñano (Expert Syst. Appl., 2024)

CHaRNet: Conditioned Heatmap Regression for Robust Dental Landmark Localization. - José Rodríguez-Ortega; Francisco Pérez-Hernández; Siham Tabik (CoRR, 2025)