A Comparative Study of 2D UMI and 3D Zernike Shape Descriptor for ATS Drugs Identification
The result's identifiers
Result code in 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>
Result on the web
<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>
Alternative languages
Result language
angličtina
Original language name
A Comparative Study of 2D UMI and 3D Zernike Shape Descriptor for ATS Drugs Identification
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances in Intelligent Systems and Computing. Volume 355
ISBN
978-3-319-17397-9
ISSN
2194-5357
e-ISSN
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Number of pages
13
Pages from-to
237-249
Publisher name
Springer
Place of publication
Heidelberg
Event location
Melaka
Event date
Dec 8, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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