Showing cs.CVShow all
3 papers · 1 filter
cs.CV2026
CAKE: Real-time Action Detection via Motion Distillation and Background-aware Contrastive Learning
Hieu Hoang, Dung Trung Tran, Hong Nguyen +1
Online Action Detection (OAD) systems face two primary challenges: high computational cost and insufficient modeling of discriminative temporal dynamics against background motion.…
cs.CV2025
VRAE: Vertical Residual Autoencoder for License Plate Denoising and Deblurring
Cuong Nguyen, Dung T. Tran, Hong Nguyen +2
In real-world traffic surveillance, vehicle images captured under adverse weather, poor lighting, or high-speed motion often suffer from severe noise and blur. Such degradations si…
cs.CV2025
MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows
Hong Nguyen, Dung Tran, Hieu Hoang +2
Many motion-centric video analysis tasks, such as atomic actions, detecting atypical motor behavior in individuals with autism, or analyzing articulatory motion in real-time MRI of…