Haoyan Gong — accepted AI-conference papers

2025

LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate

Haoyan Gong, Zhenrong Zhang, Yuzheng Feng, Anh Nguyen, Hongbin Liu

CVPR 2025highlight

License plate (LP) recognition is crucial in intelligent traffic management systems. However, factors such as long distances and poor camera quality often lead to severe degradation of captured LP images, posing challenges to accurate recognition. The design of License Plate Image Restoration (LPIR)…

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2024

A Dataset and Model for Realistic License Plate Deblurring

Haoyan Gong, Yuzheng Feng, Zhenrong Zhang, Xianxu Hou, Jingxin Liu, Siqi Huang +1

IJCAI 2024poster

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 from fast-moving vehicles. Despite the widespread use of image synthesis approaches in existing deblurring and recogniti…

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