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...

Full description

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:
Online Access:https://ieeexplore.ieee.org/document/10036436/