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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Detalles Bibliográficos
Autores principales: Ravì, Daniele, Szczotka, Agnieszka Barbara, Shakir, Dzhoshkun Ismail, Pereira, Stephen P., Vercauteren, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5973979/
https://www.ncbi.nlm.nih.gov/pubmed/29687176
http://dx.doi.org/10.1007/s11548-018-1764-0

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