2 papers
cs.CV2026
LP-LLM: End-to-End Real-World Degraded License Plate Text Recognition via Large Multimodal Models
Haoyan Gong, Hongbin Liu
Real-world License Plate Recognition (LPR) faces significant challenges from severe degradations such as motion blur, low resolution, and complex illumination. The prevailing "rest…
cs.CV2024
A Dataset and Model for Realistic License Plate Deblurring
Haoyan Gong, Yuzheng Feng, Zhenrong Zhang +4
Vehicle license plate recognition is a crucial task in intelligent traffic management systems. However, the challenge of achieving accurate recognition persists due to motion blur…