Spatial relaxation transformer for image super-resolution

Transformer-based approaches have demonstrated remarkable performance in image processing tasks due to their ability to model long-range dependencies. Current mainstream Transformer-based methods typically confine self-attention computation within windows to reduce computational burden. However, thi...

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Bibliographic Details

Published in:	Journal of King Saud University: Computer and Information Sciences
Main Authors:	Yinghua Li, Ying Zhang, Hao Zeng, Jinglu He, Jie Guo
Format:	Article
Language:	English
Published:	Springer 2024-09-01
Subjects:	Super-resolution Vision transformer Feature aggregation Image enhancement Swin transformer
Online Access:	http://www.sciencedirect.com/science/article/pii/S1319157824002398