Learned sensing: jointly optimized microscope hardware for accurate image classification

Since its invention, the microscope has been optimized for interpretation by a human observer. With the recent development of deep learning algorithms for automated image analysis, there is now a clear need to re-design the microscope’s hardware for specific interpretation tasks. To increase the spe...

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Bibliografiske detaljer
Udgivet i:Biomed Opt Express
Main Authors: Muthumbi, Alex, Chaware, Amey, Kim, Kanghyun, Zhou, Kevin C., Konda, Pavan Chandra, Chen, Richard, Judkewitz, Benjamin, Erdmann, Andreas, Kappes, Barbara, Horstmeyer, Roarke
Format: Artigo
Sprog:Inglês
Udgivet: Optical Society of America 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6913384/
https://ncbi.nlm.nih.gov/pubmed/31853404
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.10.006351
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