Multi-task learning for scene text image super-resolution with multiple transformers

Scene text image super-resolution aims to improve readability by recovering text shapes from low-resolution degraded text images. Although recent developments in deep learning have greatly improved super-resolution (SR) techniques, recovering text images with irregular shapes, heavy noise, and blurr...

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Bibliographic Details
Main Authors: Honda, Kosuke, Kurematsu, Masaki, Fujita, Hamido, Selamat, Ali
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Online Access:http://eprints.utm.my/103563/1/AliSelamat2022_MultiTaskLearningforSceneTextImage.pdf
http://eprints.utm.my/103563/
http://dx.doi.org/10.3390/electronics11223813
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