Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring

We present an effective and efficient method that explores the properties of Transformers in the frequency domain for high-quality image deblurring. Our method is motivated by the convolution theorem that the correlation or convolution of two signals in the spatial domain is equivalent to an element...

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Veröffentlicht in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) S. 5886 - 5895
Hauptverfasser:	Kong, Lingshun, Dong, Jiangxin, Ge, Jianjun, Li, Mingqiang, Pan, Jinshan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2023
Schlagworte:	Computer architecture Convolution Frequency estimation Frequency-domain analysis Low-level vision Training Transform coding Transformers
ISSN:	1063-6919
Online-Zugang:	Volltext
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