EDPNet (Efficient DB and PARSeq Network): A Robust Framework for Online Digital Meter Detection and Recognition Under Challenging Scenarios

Challenges such as perspective distortion, irregular reading regions, and complex backgrounds in natural scenes hinder the accuracy and efficiency of automatic meter reading systems. Current mainstream approaches predominantly utilize object-detection-based methods without optimizing for text charac...

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Principais autores:	Songwen Guan, Zhitian Niu, Ming Kong, Shiling Wang, Hangbo Hua
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-04-01
coleção:	Sensors
Assuntos:	deep learning digital meter reading EDPNet sensor data processing smart sensor systems
Acesso em linha:	https://www.mdpi.com/1424-8220/25/8/2603
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