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Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network

The prevalent convolutional neural network (CNN)-based image denoising methods extract features of images to restore the clean ground truth, achieving high denoising accuracy. However, these methods may ignore the underlying distribution of clean images, inducing distortions or artifacts in denoisin...

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Detalles Bibliográficos
Autores principales: Liu, Yang, Anwar, Saeed, Qin, Zhenyue, Ji, Pan, Caldwell, Sabrina, Gedeon, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9787817/
https://www.ncbi.nlm.nih.gov/pubmed/36560213
http://dx.doi.org/10.3390/s22249844