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SDT-DCSCN for Simultaneous Super-Resolution and Deblurring of Text Images [article]

Hala Neji, Mohamed Ben Halima, Javier Nogueras-Iso, Tarek. M. Hamdani, Abdulrahman M. Qahtani, Omar Almutiry, Habib Dhahri, Adel M. Alimi
2022 arXiv   pre-print
In this work we propose an approach called SDT-DCSCN that jointly performs super-resolution and deblurring of low-resolution blurry text images based on DCSCN.  ...  Deep convolutional neural networks (Deep CNN) have achieved hopeful performance for single image super-resolution.  ...  Simultaneous Super-Resolution and Deblurring of Text at 1.  ... 
arXiv:2201.05865v1 fatcat:dmwyxecxm5h2hdbtn6u5ttxqqm