Single-Character-Based Embedding Feature Aggregation Using Cross-Attention for Scene Text Super-Resolution

In textual vision scenarios, super-resolution aims to enhance textual quality and readability to facilitate downstream tasks. However, the ambiguity of character regions in complex backgrounds remains challenging to mitigate, particularly the interference between tightly connected characters. In thi...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Meng Wang, Qianqian Li, Haipeng Liu
Format:	Article
Language:	English
Published:	MDPI AG 2025-04-01
Subjects:	scene text image super-resolution cross-attention cross-fertilization text recognition
Online Access:	https://www.mdpi.com/1424-8220/25/7/2228