Editor for marking and labeling of object images for binary supervised classification in MATLAB environment
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F15%3A39899511" target="_blank" >RIV/00216275:25530/15:39899511 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Editor for marking and labeling of object images for binary supervised classification in MATLAB environment
Original language description
The supervised classification of object images requires a labeled training set in the learning phase. The labeled training set is created by a teacher on the base of a set of example images. In certain applications, the example images are not directly available and they have to be created from source images. In such cases, it is convenient to use a specialized editor which allows simultaneous marking and labeling of the example images. This paper brings description of such editor which has been developed for MATLAB. It allows marking of example images of a uniform size in source images and their simultaneous labeling for binary classification. Moreover, it allows generating of labeled training sets of desired features where the list of supported features can be easily extended by users. The editor is described both from user's and programmer's perspective in this paper.
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
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
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
Mendel 2015: 21st International Conference on Soft Computing
ISBN
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ISSN
1803-3814
e-ISSN
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Number of pages
8
Pages from-to
151-158
Publisher name
Vysoké učení technické v Brně
Place of publication
Brno
Event location
Brno
Event date
Jun 23, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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