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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Detalles Bibliográficos

Autores principales:	Pei-Fen Tsai, Jia-Yin Shiu, Shyan-Ming Yuan
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2025-05-01
Colección:	Mathematics
Materias:	license plate recognition (LPR) super resolution (SR) perceptual loss optical character recognition (OCR)
Acceso en línea:	https://www.mdpi.com/2227-7390/13/10/1673
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