MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance

Despite the constant advances in computer vision, integrating modern single-image detectors in real-time handgun alarm systems in video-surveillance is still debatable. Using such detectors still implies a high number of false alarms and false negatives. In this context, most existent studies select...

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Veröffentlicht in:	arXiv.org 2021-05
Hauptverfasser:	Olmos, Roberto, Tabik, Siham, Perez-Hernandez, Francisco, Lamas, Alberto, Herrera, Francisco
Format:	Artikel
Sprache:	eng
Schlagworte:	Alarm systems Alarms Artificial neural networks Computer vision Data integration Detectors False alarms Multicasting Post-processing Sensors Surveillance Video
Online-Zugang:	Volltext
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