DANS: Deep Attention Network for Single Image Super-Resolution

DANS: Deep Attention Network for Single Image Super-Resolution

The current advancements in image super-resolution have explored different attention mechanisms to achieve better quantitative and perceptual results. The critical challenge recently is to utilize the potential of attention mechanisms to reconstruct high-resolution images from their low-resolution c...

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Bibliographic Details
Main Authors: Jagrati Talreja, Supavadee Aramvith, Takao Onoye
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Image super-resolution
inception blocks
non-local sparse attention
U-Net
Online Access:https://ieeexplore.ieee.org/document/10210219/

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