A Study on the Super Resolution Combining Spatial Attention and Channel Attention

Existing CNN-based super resolution methods have low emphasis on high-frequency features, resulting in poor performance for contours and textures. To solve this problem, this paper proposes single image super resolution using an attention mechanism that emphasizes high-frequency features and a featu...

Full description

Bibliographic Details
Main Authors: Dongwoo Lee, Kyeongseok Jang, Soo Young Cho, Seunghyun Lee, Kwangchul Son
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/6/3408