Back projection deep unrolling network for handwritten text image super resolution

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Heping Song, Hui Ma, Yixiong Si, Jingyao Gong, Hongying Meng, Yuping Lai

Published: 01 Jan 2023, Last Modified: 30 Oct 2024Comput. Electr. Eng. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•BPDUN, a deep unrolling network is proposed to solve the super-resolution problems.•A benchmark dataset HDT300 is constructed for handwritten image super-resolution.•BPDUN is on par with the SOTA models and achieves new SOTA results on HDT300.