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Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction

PURPOSE: Probe-based confocal laser endomicroscopy (pCLE) is a recent imaging modality that allows performing in vivo optical biopsies. The design of pCLE hardware, and its reliance on an optical fibre bundle, fundamentally limits the image quality with a few tens of thousands fibres, each acting as...

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Detalhes bibliográficos
Publicado no:Int J Comput Assist Radiol Surg
Main Authors: Ravì, Daniele, Szczotka, Agnieszka Barbara, Shakir, Dzhoshkun Ismail, Pereira, Stephen P., Vercauteren, Tom
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5973979/
https://ncbi.nlm.nih.gov/pubmed/29687176
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-018-1764-0
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