Feature enhanced cascading attention network for lightweight image super-resolution

Abstract Attention mechanisms have been introduced to exploit deep-level information for image restoration by capturing feature dependencies. However, existing attention mechanisms often have limited perceptual capabilities and are incompatible with low-power devices due to computational resource co...

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Bibliographic Details
Main Authors: Feng Huang, Hongwei Liu, Liqiong Chen, Ying Shen, Min Yu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-85548-4
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