Performance of deep learning restoration methods for the extraction of particle dynamics in noisy microscopy image sequences

Particle tracking in living systems requires low light exposure and short exposure times to avoid phototoxicity and photobleaching and to fully capture particle motion with high-speed imaging. Low-excitation light comes at the expense of tracking accuracy. Image restoration methods based on deep lea...

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Detalles Bibliográficos
Autores principales: Kefer, Paul, Iqbal, Fadil, Locatelli, Maelle, Lawrimore, Josh, Zhang, Mengdi, Bloom, Kerry, Bonin, Keith, Vidi, Pierre-Alexandre, Liu, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The American Society for Cell Biology 2021
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8108534/
https://www.ncbi.nlm.nih.gov/pubmed/33502895
http://dx.doi.org/10.1091/mbc.E20-11-0689

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8108534/
https://www.ncbi.nlm.nih.gov/pubmed/33502895
http://dx.doi.org/10.1091/mbc.E20-11-0689

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