Blur Removal Via Blurred-Noisy Image Pair

Complex blur such as the mixup of space-variant and space-invariant blur, which is hard to model mathematically, widely exists in real images. In this article, we propose a novel image deblurring method that does not need to estimate blur kernels. We utilize a pair of images that can be easily acqui...

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Vydané v:	IEEE transactions on image processing Ročník 30; s. 345 - 359
Hlavní autori:	Gu, Chunzhi, Lu, Xuequan, He, Ying, Zhang, Chao
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Cameras Estimation Gaussian mixture model Image acquisition Image deblurring Image restoration Kernel Noise measurement optical flow Optical flow (image analysis) Optical imaging Parameter estimation Probabilistic models Robustness (mathematics) Slicing
ISSN:	1057-7149, 1941-0042, 1941-0042
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