3 papers
cs.CV2026
FATE: Pillar Encoding and Frequency-Aware Training for Event-Based Object Detection
Md Tawheedul Islam Bhuian, Kyoung-Don Kang
Event cameras are bio-inspired sensors that asynchronously capture logarithmic intensity changes, offering inherent advantages in high-speed and high-dynamic-range scenarios. Howev…
cs.LG2026
MM++: Post-Hoc Scale-Invariant Multilayer OOD Detection via Top-K Gated Feature Fusion
Rahim Hossain, Md Tawheedul Islam Bhuian, Md Farhan Shadiq +1
We introduce MM++ (Multilayer Mahalanobis++), a strictly post-hoc, and scale-invariant framework for Out-of-Distribution (OOD) detection. To address the trade-off between scale inv…
cs.CV2022
Automated Level Crossing System: A Computer Vision Based Approach with Raspberry Pi Microcontroller
Rafid Umayer Murshed, Sandip Kollol Dhruba, Md. Tawheedul Islam Bhuian +1
In a rapidly flourishing country like Bangladesh, accidents in unmanned level crossings are increasing daily. This study presents a deep learning-based approach for automating leve…