Author

Talha Mahboob Alam

3 papers indexed here

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Open access Oct 2026

Consensus-driven bounding box fusion for robust weapon detection in surveillance systems

Object detection is central to public safety and surveillance, where reliable weapon identification is critical to mitigating security risks, and missed detections can have severe consequences. Existing ensemble methods using homogeneous architectures or standard fusion strategies do not adequately address occlusion, c...

Muhammad Ishtiaq, Ming-Chu Li, Talha Mahboob Alam et al. · Pattern Analysis and Applica... · 0 citations

Open access Sep 2026

A forecast-guided reinforcement learning approach for trajectory planning of unmanned aerial base stations

The proposed Forecast-SAC framework demonstrates that unified predictive-control learning enables safe and efficient UAV-BS navigation under dynamic uncertainty, achieving a strong safety–throughput balance that reactive methods cannot match in high-risk environments.

Tariq, Zhuo-Xiu Wei, K. Shaukat et al. · Scientific Reports · 0 citations

Open access Aug 2026

Interpretable self-supervised transformers for resting-state EEG analysis in Alzheimer's disease

STT-EEG strengths include the high interpretability of the framework, its spatio-temporal attention, and the fact that STT-EEG is a self-supervised learning method and can be used in an efficient and generalizable way.

Syeda Shamaila Zareen, Nada Alzaben, Usman Ahmad et al. · Frontiers in Neuroinformatic... · 0 citations