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Francisco Pérez-Hernández
Francisco Pérez-Hernández
PhD student at the University of Granada
Verified email at ugr.es - Homepage
Title
Cited by
Cited by
Year
Object detection binary classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance
F Pérez-Hernández, S Tabik, A Lamas, R Olmos, H Fujita, F Herrera
Knowledge-Based Systems 194, 105590, 2020
1642020
Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning
A Castillo, S Tabik, F Pérez, R Olmos, F Herrera
Neurocomputing 330, 151-161, 2019
1042019
A binocular image fusion approach for minimizing false positives in handgun detection with deep learning
R Olmos, S Tabik, A Lamas, F Pérez-Hernández, F Herrera
Information Fusion 49, 271-280, 2019
492019
Human pose estimation for mitigating false negatives in weapon detection in video-surveillance
A Lamas, S Tabik, AC Montes, F Pérez-Hernández, J García, R Olmos, ...
Neurocomputing 489, 488-503, 2022
442022
MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance
R Olmos, S Tabik, F Pérez-Hernández, A Lamas, F Herrera
arXiv preprint arXiv:2104.11653, 2021
92021
CI-dataset and DetDSCI methodology for detecting too small and too large critical infrastructures in satellite images: Airports and electrical substations as case study
F Pérez-Hernández, J Rodríguez-Ortega, Y Benhammou, F Herrera, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
42021
Estrategias de pre y postprocesado en deep learning para problemas multiclase en el ámbito de la seguridad y la biodiversidad
F Pérez Hernández
Universidad de Granada, 2022
32022
Evaluacion de estrategias de binarizacion en la clasificacion de imágenes usando deep learning
F Pérez, S Tabik, A Castillo, H Fujita, F Herrera
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial …, 2018
2018
Preprocesamiento guiado por luminosidad para la deteccion automática de armas blancas en video vigilancia con Deep Learning
A Castillo, S Tabik, F Pérez, R Olmos, F Herrera
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial …, 2018
2018
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