Noise reduction in optical coherence tomography images using a deep neural network with perceptually-sensitive loss function

Optical coherence tomography (OCT) is susceptible to the coherent noise, which is the speckle noise that deteriorates contrast and the detail structural information of OCT images, thus imposing significant limitations on the diagnostic capability of OCT. In this paper, we propose a novel OCT image d...

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Detalhes bibliográficos
Publicado no:Biomed Opt Express
Main Authors: Qiu, Bin, Huang, Zhiyu, Liu, Xi, Meng, Xiangxi, You, Yunfei, Liu, Gangjun, Yang, Kun, Maier, Andreas, Ren, Qiushi, Lu, Yanye
Formato: Artigo
Idioma:Inglês
Publicado em: Optical Society of America 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7041484/
https://ncbi.nlm.nih.gov/pubmed/32133225
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.379551
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