Hourglass attention for image super-resolution

Abstract SISR is an important research topic in computer vision. Its goal is to reconstruct HR images with rich details from LR inputs. Early methods based on CNNs made some progress, but their performance reached a limit due to limited model capacity and expressiveness. Recently, methods based on T...

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Bibliographic Details
Main Authors: Ling Xu, Yian Huang, Xiaoping Lin
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:https://doi.org/10.1007/s44443-025-00214-z
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