A3N: Attention-based adversarial autoencoder network for detecting anomalies in video sequence

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Nazia Aslam, Prateek Kumar Rai, Maheshkumar H. Kolekar

Published: 01 Aug 2022, Last Modified: 10 Nov 2025Journal of Visual Communication and Image RepresentationEveryoneRevisionsCC BY-SA 4.0
Abstract: Highlights•A novel attention-based adversarial autoencoder network (A3N) is designed to detect anomalies.•Global attention mechanism is used to enhance the features.•A speed of 0.0227 s (44 fps) is found to detect anomalies and can be used in real-time.