A Deep Learning Framework of Super Resolution for License Plate Recognition in Surveillance System

Recognizing low-resolution license plates from real-world scenes remains a challenging task. While deep learning-based super-resolution methods have been widely applied, most existing datasets rely on artificially degraded images, and common quality metrics poorly correlate with OCR accuracy. We con...

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Bibliographic Details
Main Authors: Pei-Fen Tsai, Jia-Yin Shiu, Shyan-Ming Yuan
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Mathematics
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Online Access:https://www.mdpi.com/2227-7390/13/10/1673
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