Author

Abhay Kumar

2 papers indexed here

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Open access Sep 2026

A spatiotemporal deep learning framework for detecting unusual human activity in surveillance videos

With smart gadgets and computers everywhere, real-time video monitoring is now necessary to keep people secure and lower the chance of unexpected human actions. However, current surveillance systems have a lot of trouble effectively spotting unusual actions in real life. Most of the advanced anomaly detection algorithm...

Manoj Kumar, M. Biswas, A. K. Patel et al. · PLoS ONE · 0 citations

Open access Aug 2026

Multi-level violence recognition via hybrid convolutional-attention and recurrent architectures

Violence recognition is an urgent need for real-time human activity identification in surveillance video streams, which is becoming more important in areas including public safety, law enforcement, and security monitoring. Even while visual understanding has come a long way, finding a balance between accuracy and spe...

Manoj Kumar, Birendra Kumar Verma, Sukhendra Singh et al. · Scientific Reports · 0 citations