Klasifikace pohybů lidského těla

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Human Body Movements Classification

Popis výsledku v původním jazyce

This paper refers to the classificators which were created to serve the purpose of the classification of a motion in space, a motion of one part of the human body (a thumb in this case). Furthermore, the way of filming of the video recordings, which follow the motion of the thumb, the pre-processing of these recordings and the subsequent parametrization have been briefly mentioned. Two groups of classificators have been created, unsupervised and supervised. The unsupervised classificators use the K-Means algorithm and were used only for labeling training data, therefore they will not be discussed in this paper. The supervised classificators are based on the use of Hidden Markov Models. Several classificators of diverse complexity have been created forthe purpose of verification of their functionality and quality.

Název v anglickém jazyce

Human Body Movements Classification

Popis výsledku anglicky

This paper refers to the classificators which were created to serve the purpose of the classification of a motion in space, a motion of one part of the human body (a thumb in this case). Furthermore, the way of filming of the video recordings, which follow the motion of the thumb, the pre-processing of these recordings and the subsequent parametrization have been briefly mentioned. Two groups of classificators have been created, unsupervised and supervised. The unsupervised classificators use the K-Means algorithm and were used only for labeling training data, therefore they will not be discussed in this paper. The supervised classificators are based on the use of Hidden Markov Models. Several classificators of diverse complexity have been created forthe purpose of verification of their functionality and quality.

Druh

D - Stať ve sborníku

CEP obor

JA - Elektronika a optoelektronika, elektrotechnika

OECD FORD obor

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Projekt

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Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2007

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings of the Fifth IASTED International Conference on Biomedical Engineering

ISBN

978-0-88986-649-2

ISSN

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e-ISSN

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Počet stran výsledku

4

Strana od-do

326-329

Název nakladatele

IASTED

Místo vydání

Calgary

Místo konání akce

Innsbruck

Datum konání akce

14. 2. 2007

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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