3 papers
cs.CV2025
Beyond RGB: Leveraging Vision Transformers for Thermal Weapon Segmentation
Akhila Kambhatla, Ahmed R Khaled
Thermal weapon segmentation is crucial for surveillance and security applications, enabling robust detection under lowlight and visually obscured conditions where RGB-based systems…
cs.CV2025
ArmFormer: Lightweight Transformer Architecture for Real-Time Multi-Class Weapon Segmentation and Classification
Akhila Kambhatla, Taminul Islam, Khaled R Ahmed
The escalating threat of weapon-related violence necessitates automated detection systems capable of pixel-level precision for accurate threat assessment in real-time security appl…
cs.CV2024
Real Time Deep Learning Weapon Detection Techniques for Mitigating Lone Wolf Attacks
Kambhatla Akhila, Khaled R Ahmed
Firearm Shootings and stabbings attacks are intense and result in severe trauma and threat to public safety. Technology is needed to prevent lone-wolf attacks without human supervi…