Automation of data processing obtained by IPI method

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21220%2F18%3A00326170" target="_blank" >RIV/68407700:21220/18:00326170 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Automation of data processing obtained by IPI method

Original language description

The paper describes an approach for automation of image processing obtained by IPI (Interferometric Particle Imaging), or also called ILIDS (Interferometric Laser Imaging for Droplet Size), method, which is used for measurement of spherical and transparent particle size. If the test section is relatively large and daylight can’t be fully eliminated, signal noise is present in the measured data and conventional approaches used in the past can not be applied for automatic data evaluation. In this work is proposed an algorithm of interferogram detection based on cross-correlation, thresholding and Hough transform. The detection is then checked by region based convolutional neural network. The algorithm is programmed in Matlab and ImageJ (MIJ) and it is tested on data acquired during measurement of eliminator efficiency in a cooling tower.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

20302 - Applied mechanics

Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2018

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Studentská tvůrčí činnost 2018

ISBN

978-80-01-06421-4

ISSN

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e-ISSN

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Number of pages

4

Pages from-to

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Publisher name

České vysoké učení technické v Praze, Fakulta strojní

Place of publication

Praha

Event location

Praha

Event date

Apr 11, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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