Cross-Scale KNN Image Transformer for Image Restoration

Cross-Scale KNN Image Transformer for Image Restoration

Numerous image restoration approaches have been proposed based on attention mechanism, achieving superior performance to convolutional neural networks (CNNs) based counterparts. However, they do not leverage the attention model in a form fully suited to the image restoration tasks. In this paper, we...

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Bibliographic Details
Main Authors: Hunsang Lee, Hyesong Choi, Kwanghoon Sohn, Dongbo Min
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Image restoration
denoising
deblurring
deraining
transformer
self-attention
Online Access:https://ieeexplore.ieee.org/document/10036436/

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