An Efficient Multiscale Spatial Rearrangement MLP Architecture for Image Restoration

The effective use of long-range information can yield improved network performance, which is very important for image restoration. Although local window-based models have linear complexity and can be feasibly applied to process high-resolution images, a single-scale window has a limited receptive fi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on image processing 2024, Vol.33, p.423-438
Hauptverfasser:	Hua, Xia, Li, Zezheng, Hong, Hanyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Computational efficiency Computational modeling Computer architecture efficient multilayer perceptron model Image resolution Image restoration Modules Multilayer perceptrons spatial rearrangement Task analysis Transformers Windows
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!