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Multi-View Image Denoising Using Convolutional Neural Network

In this paper, we propose a novel multi-view image denoising algorithm based on convolutional neural network (MVCNN). Multi-view images are arranged into 3D focus image stacks (3DFIS) according to different disparities. The MVCNN is trained to process each 3DFIS and generate a denoised image stack t...

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Detalles Bibliográficos
Autores principales: Zhou, Shiwei, Hu, Yu-Hen, Jiang, Hongrui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603738/
https://www.ncbi.nlm.nih.gov/pubmed/31181614
http://dx.doi.org/10.3390/s19112597