long short-term memory (LSTM) networks

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• Published Subscription Review Article 9 Apr 2025

  Automated Suspicious Activity Detection in Video Surveillance Using Deep Learning: A Review

  By Prati Dubey, Rakesh Kumar Mittan

  Abstract: In the current era of advanced security systems, video surveillance plays an essential role in ensuring safety by detecting suspicious activities. With the increase in real-time data, manual monitoring has become impractical, paving the way for automated surveillance systems utilizing machine learning (ML) and artificial intelligence (AI) technologies. This paper explores the integration of ML and AI models, specifically convolutional neural networks (CNNs) and long short-term memory (LSTM) networks, for …

  Published in International Journal of Optical Innovations & Research · Vol. 3, Issue 1, 2025 · pp. 20–27 Read article →