Lightweight image super-resolution network based on dynamic graph message passing and convolution mixer

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Garas Gendy, Jingchao Hou, Nabil Sabor, Guanghui He

Published: 01 Jan 2025, Last Modified: 17 Apr 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Graph–base image super-resolution model is developed.•Graph mixer block (GMB) is developed for image super-resolution.•Dynamic graph message passing layer is used for super-resolution.