Fast Non-Local Attention network for light super-resolution

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Jonghwan Hong, Bokyeung Lee, Kyungdeuk Ko, Hanseok Ko

Published: 01 Jan 2023, Last Modified: 22 Oct 2025J. Vis. Commun. Image Represent. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose a novel approach to Non-Local attention in SISR.•We propose a powerful module for SISR that designs multi-branch architecture.•The proposed method demonstrates notable improvements, despite having fewer parameters and MAC.