The Image Recognition of Brain-Stem Ultrasound Images with using a Neural Network based on PCA

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19240%2F11%3A%230003726" target="_blank" >RIV/47813059:19240/11:#0003726 - 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

The Image Recognition of Brain-Stem Ultrasound Images with using a Neural Network based on PCA

Original language description

This paper shows how to solve the recognition of ultrasound brain-stem images. Our work is based on PCA method that is very useful and known method for image processing. We will demonstrate a solving with C# application, Gnumeric spreadsheet as a standard solution. Also we will use an artificial neural networks (ANN) for this problem and we will compare a results. The ANN are generally very usable for image processing. It has been demonstrated with NeuroSolutions software that is very sophisticated simulator of ANN with PCA multilayer (ML) NN topology.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

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Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2011

Confidentiality

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

Name of the periodical

JOURNAL of APPLIED MATHEMATICS AND INFORMATICS

ISSN

2074-1278

e-ISSN

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Volume of the periodical

5

Issue of the periodical within the volume

2

Country of publishing house

GB - UNITED KINGDOM

Number of pages

9

Pages from-to

46-54

UT code for WoS article

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EID of the result in the Scopus database

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