Francisco Pérez-Hernández

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Video Surveillance

Top Venues

Expert Syst. Appl.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Francisco Pérez-Hernández, Alvaro Arévalo-de-Pablos, María-del-Mar Camacho-Miñano
A hybrid model integrating artificial neural network with multiple GARCH-type models and EWMA for performing the optimal volatility forecasting of market risk factors. Expert Syst. Appl. 243 (2024)
Alberto Lamas, Siham Tabik, Antonio Cano Montes, Francisco Pérez-Hernández, Jorge García-Torres Fernández, Roberto Olmos, Francisco Herrera
Human pose estimation for mitigating false negatives in weapon detection in video-surveillance. Neurocomputing 489 (2022)
Francisco Pérez-Hernández, José Rodríguez-Ortega, Yassir Benhammou, Francisco Herrera, Siham Tabik
CI-Dataset and DetDSCI Methodology for Detecting Too Small and Too Large Critical Infrastructures in Satellite Images: Airports and Electrical Substations as Case Study. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Francisco Pérez-Hernández, José Rodríguez-Ortega, Yassir Benhammou, Francisco Herrera, Siham Tabik
Small and large scale critical infrastructures detection based on deep learning using high resolution orthogonal images. CoRR (2021)
Roberto Olmos, Siham Tabik, Francisco Pérez-Hernández, Alberto Lamas, Francisco Herrera
MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance. CoRR (2021)
Francisco Pérez-Hernández, Siham Tabik, Alberto Castillo Lamas, Roberto Olmos, Hamido Fujita, Francisco Herrera
Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance. Knowl. Based Syst. 194 (2020)
Roberto Olmos, Siham Tabik, Alberto Castillo Lamas, Francisco Pérez-Hernández, Francisco Herrera
A binocular image fusion approach for minimizing false positives in handgun detection with deep learning. Inf. Fusion 49 (2019)