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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...
Autores principales: | Kefer, Paul, Iqbal, Fadil, Locatelli, Maelle, Lawrimore, Josh, Zhang, Mengdi, Bloom, Kerry, Bonin, Keith, Vidi, Pierre-Alexandre, Liu, Jing |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The American Society for Cell Biology
2021
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Materias: | |
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 |
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