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10 August 2023 Image deblurring based on double blur kernel
Chumiao Li
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Proceedings Volume 12748, 5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023); 127480M (2023) https://doi.org/10.1117/12.2689886
Event: 5th International Conference on Information Science, Electrical and Automation Engineering (ISEAE 2023), 2023, Wuhan, China
Abstract
Image deblurring refers to the process of restoring sharp images from blurry images, which is one of the pivotal technologies in many domains. In this paper, we introduce a novel neural network, which contains DIP network, double blur kernel processing network and blur kernel size estimation network. First, DIP network mainly extracts the prior information of blur kernel and sharp image. Then, double blur kernel processing network conduct similarity processing on a pair of blur kernel information collected. Compared with state-of-the-art methods. our method has a great improvement in running time and deblurring performance
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Chumiao Li "Image deblurring based on double blur kernel", Proc. SPIE 12748, 5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023), 127480M (10 August 2023); https://doi.org/10.1117/12.2689886
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KEYWORDS
Deblurring
Image sharpness
Education and training
Image processing
Image restoration
Deep learning
Neural networks
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