Multi-Scale Cyclic Image Deblurring Based on PVC-Resnet

Aiming at the non-uniform blurring of image caused by optical system defects or external interference factors, such as camera shake, out-of-focus, and fast movement of object, a multi-scale cyclic image deblurring model based on a parallel void convolution-Resnet (PVC-Resnet) is proposed in this pap...

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Veröffentlicht in:	Photonics Jg. 10; H. 8; S. 862
Hauptverfasser:	Zhang, Kai, Chen, Minhui, Zhu, Dequan, Liu, Kaixuan, Zhao, Haonan, Liao, Juan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.08.2023
Schlagworte:	Algorithms Blurring Calibration Cameras Codec Coders Computer architecture Computer networks Convolution Datasets Deep learning Design Feature extraction image deblurring Image restoration joint loss function Methods Modules multi-scale cycle Neural networks Optimization parallel dilated convolution PVC-Resnet Receptive field Signal to noise ratio Similarity Telecommunication systems
ISSN:	2304-6732, 2304-6732
Online-Zugang:	Volltext
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