2 papers
cs.CV2026
A Deep Learning-Based CCTV System for Automatic Smoking Detection in Fire Exit Zones
Sami Sadat, Mohammad Irtiza Hossain, Junaid Ahmed Sifat +3
A deep learning real-time smoking detection system for CCTV surveillance of fire exit areas is proposed due to critical safety requirements. The dataset contains 8,124 images from…
cs.AI2026
The Art of Saying "Maybe": A Conformal Lens for Uncertainty Benchmarking in VLMs
Asif Azad, Mohammad Sadat Hossain, MD Sadik Hossain Shanto +2
Vision-Language Models (VLMs) have achieved remarkable progress in complex visual understanding across scientific and reasoning tasks. While performance benchmarking has advanced o…