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 | 162 | 2020 |
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 | 103 | 2019 |
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 | 46 | 2019 |
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 | 41 | 2022 |
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 | 9 | 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 F Pérez-Hernández, J Rodríguez-Ortega, Y Benhammou, F Herrera, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 4 | 2021 |
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 | 3 | 2022 |
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 |