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Publikační činnost
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Record type:
stať ve sborníku (D)
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Katedra informatiky a počítačů (31400)
Title:
Fuzzy convolutional approach for pattern recognition
Citace
Habiballa, H. a Hireš, M. Fuzzy convolutional approach for pattern recognition.
In:
International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2017: AIP Conference Proceedings 2017 Rhodes, Greece.
New York: AIP Publishing, 2018. s. 0600081-0600084. ISBN 978-073541690-1.
Subtitle
Publication year:
2018
Obor:
Informatika
Number of pages:
4
Page from:
0600081
Page to:
0600084
Form of publication:
Tištená verze
ISBN code:
978-073541690-1
ISSN code:
0094-243X
Proceedings title:
AIP Conference Proceedings
Proceedings:
Mezinárodní
Publisher name:
AIP Publishing
Place of publishing:
New York
Country of Publication:
Sborník vydaný v zahraničí
Název konference:
International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2017
Conference venue:
Rhodes, Greece
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků:
Celosvětová akce
WoS code:
000445105400061
EID:
2-s2.0-85049953236
Key words in English:
fuzzy logic, convolution, pattern recognition
Annotation in original language:
This article explores a novel approach for pattern recognition by Fuzzy Logic Analysis (FLA). Standard FLA approach works with separate pixel information without contextual information that can be obtained from neighbouring parts of the image. Fuzzy convolutional approach extends the original method to the image analysis option based on part of the image defined by the convolutional mask. The article describes initial research on the theoretical background, implementation and experimental results.
Annotation in english language:
References
Reference
R01:
RIV/61988987:17310/18:A1901XOM
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