7 citations · 8 across the 11 of their papers we have counts for
3 papers · 1 filter
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection
Woojin Shin, Donghwa Kang, Byeongyun Park +3
Detection Transformers (DETR) are increasingly adopted in autonomous vehicle (AV) perception systems due to their superior accuracy over convolutional networks. However, concurrent…
Real Time Scheduling Framework for Multi Object Detection via Spiking Neural Networks
Donghwa Kang, Woojin Shin, Cheol-Ho Hong +4
Given the energy constraints in autonomous mobile agents (AMAs), such as unmanned vehicles, spiking neural networks (SNNs) are increasingly favored as a more efficient alternative…
RT-MOT: Confidence-Aware Real-Time Scheduling Framework for Multi-Object Tracking Tasks
Donghwa Kang, Seunghoon Lee, Hoon Sung Chwa +4
Different from existing MOT (Multi-Object Tracking) techniques that usually aim at improving tracking accuracy and average FPS, real-time systems such as autonomous vehicles necess…