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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Vydané v:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) s. 5886 - 5895
Hlavní autori:	Kong, Lingshun, Dong, Jiangxin, Ge, Jianjun, Li, Mingqiang, Pan, Jinshan
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2023
Predmet:	Computer architecture Convolution Frequency estimation Frequency-domain analysis Low-level vision Training Transform coding Transformers
ISSN:	1063-6919
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