XTNSR: Xception-based transformer network for single image super resolution

Abstract Single image super resolution has significantly advanced by utilizing transformers-based deep learning algorithms. However, challenges still need to be addressed in handling grid-like image patches with higher computational demands and addressing issues like over-smoothing in visual patches...

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Bibliographic Details
Main Authors: Jagrati Talreja, Supavadee Aramvith, Takao Onoye
Format: Article
Language:English
Published: Springer 2025-01-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01760-1
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