Unsupervised Parametrization of Nano-Objects in Electron Microscopy

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12520%2F18%3A43897285" target="_blank" >RIV/60076658:12520/18:43897285 - isvavai.cz</a>
Alternative codes found
RIV/49777513:23520/18:43952640
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-319-78723-7_12" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-78723-7_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-78723-7_12" target="_blank" >10.1007/978-3-319-78723-7_12</a>

Result language
angličtina
Original language name
Unsupervised Parametrization of Nano-Objects in Electron Microscopy
Original language description
The observation of the nano sized objects in electron microscopy is demanding an automation of evaluation of captured images. The analysis of the digital images should be focused on objects detection, classification, and parametrization. In this work, three different examples of bioinformatical tasks are presented and discussed. The sphericity of such objects is one of the key parameter in nano object detections. The parametrization has to deal with specific properties of electron microscopy images, like high level of noise, low contrast, uneven background, and few pixels per objects. The presented approach combines unsupervised filtration and automatic object detection. The result is the software application with simple graphic user interface.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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