A Comparative Study of 2D UMI and 3D Zernike Shape Descriptor for ATS Drugs Identification

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86099385" target="_blank" >RIV/61989100:27240/15:86099385 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-319-17398-6_22" target="_blank" >http://dx.doi.org/10.1007/978-3-319-17398-6_22</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-17398-6_22" target="_blank" >10.1007/978-3-319-17398-6_22</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A Comparative Study of 2D UMI and 3D Zernike Shape Descriptor for ATS Drugs Identification

Popis výsledku v původním jazyce

Drug abuse is a threat to national development. Generally, drugs can be identified based on the structure of its molecular components. This procedure is becoming more unreliable with the introduction of new amphetamine-type stimulants (ATS) molecular structures which are increasingly complex and sophisticated. An in-depth study is crucial to accurately identify the unique characteristics of molecular structure in ATS drug. Therefore, this chapter is meant for exploring the usage of shape descriptors (SD) to represent the drug molecular structure. Twodimensional (2D) united moment invariant (UMI) and three-dimensional (3D) Zernike are selected and their performances are analyzed using drug chemical structures obtained from United Nations Office of Drugs and Crime (UNODC) and various sources. The evaluation identifies the most interesting method to be further explored and adapted in the future work to fully compatible with ATS drug identification domain. (C) Springer International Publishing Switzerland 2015.

Název v anglickém jazyce

A Comparative Study of 2D UMI and 3D Zernike Shape Descriptor for ATS Drugs Identification

Popis výsledku anglicky

Drug abuse is a threat to national development. Generally, drugs can be identified based on the structure of its molecular components. This procedure is becoming more unreliable with the introduction of new amphetamine-type stimulants (ATS) molecular structures which are increasingly complex and sophisticated. An in-depth study is crucial to accurately identify the unique characteristics of molecular structure in ATS drug. Therefore, this chapter is meant for exploring the usage of shape descriptors (SD) to represent the drug molecular structure. Twodimensional (2D) united moment invariant (UMI) and three-dimensional (3D) Zernike are selected and their performances are analyzed using drug chemical structures obtained from United Nations Office of Drugs and Crime (UNODC) and various sources. The evaluation identifies the most interesting method to be further explored and adapted in the future work to fully compatible with ATS drug identification domain. (C) Springer International Publishing Switzerland 2015.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2015

Kód důvěrnosti údajů

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

Název statě ve sborníku

Advances in Intelligent Systems and Computing. Volume 355

ISBN

978-3-319-17397-9

ISSN

2194-5357

e-ISSN

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Počet stran výsledku

13

Strana od-do

237-249

Název nakladatele

Springer

Místo vydání

Heidelberg

Místo konání akce

Melaka

Datum konání akce

8. 12. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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