TCSR: Lightweight Transformer and CNN Interaction Network for Image Super-Resolution

TCSR: Lightweight Transformer and CNN Interaction Network for Image Super-Resolution

Convolutional neural network (CNN) has achieved impressive success in lightweight image super-resolution (SR) methods, yet the nature of its local operations constrains the SR performance. Recent Transformer has attracted increasing attention in lightweight SR methods owing to its remarkable global...

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Bibliographic Details
Main Authors: Danlin Cai, Wenwen Tan, Feiyang Chen, Xinchi Lou, Jianbin Xiahou, Daxin Zhu, Detian Huang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Lightweight image super-resolution
transformer
convolutional neural network
UNet
Online Access:https://ieeexplore.ieee.org/document/10707600/
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