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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Abhay Kumar

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Open access Sep 2026

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

A transfer learning-based hybrid deep framework for finding unusual activity in real-world surveillance that performs better than the state of art methods and identifies abnormal actions of human beings in challenging monitoring situations is proposed.

Manoj Kumar, M. Biswas, A. K. Patel et al. · 0 citations
Open access Aug 2026

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

Experimental findings indicate that the hierarchical integration of convolutional and recurrent layers with attention significantly improves recognition accuracy while maintaining a computationally lightweight architecture suitable for near-real-time deployment.

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

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