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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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 30; pp. 345 - 359
Main Authors:	Gu, Chunzhi, Lu, Xuequan, He, Ying, Zhang, Chao
Format:	Journal Article
Language:	English
Published:	New York IEEE 2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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
Online Access:	Get full text
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