Detail výsledku

Computer Aided Recognition and Classification of Coats of Arms

VÍDEŇSKÝ, F.; ZBOŘIL, F. Computer Aided Recognition and Classification of Coats of Arms. In Proceedings ISDA 2017. Advances in Intelligent Systems and Computing. Advances in Intelligent Systems and Computing, vol 736. Los Alamitos: Springer International Publishing, 2018. no. 3, p. 63-73. ISBN: 978-3-319-76347-7. ISSN: 2194-5357.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Vídeňský František, Ing., UITS (FIT)
Zbořil František, doc. Ing., Ph.D., UITS (FIT)
Abstrakt

This paper describes the design and development of a system for detection and recognition of coat of arms and its heraldic parts (components). It introduces the methods by which individual features can be implemented. Most of the heraldic parts are segmented using a convolution neural networks and the rest of them are segmented using active contour model. The Histogram of the gradient method was chosen for coats of arms detection in an image. For training and functionality verification we used our own data that was created as a part of our research. The resulting system can serve as an auxiliary tool used in heraldry and other sciences related to history.

Klíčová slova

Convolutional Neural Networks, Image Processing, Segmentation, Heraldy

Rok
2018
Strany
63–73
Časopis
Advances in Intelligent Systems and Computing, roč. 2018, č. 3, ISSN 2194-5357
Sborník
Proceedings ISDA 2017
Řada
Advances in Intelligent Systems and Computing, vol 736
Konference
17th International Conference on Intelligent Systems Design and Applications
ISBN
978-3-319-76347-7
Vydavatel
Springer International Publishing
Místo
Los Alamitos
DOI
10.1007/978-3-319-76348-4_7
EID Scopus
2-s2.0-85044436688
BibTeX 
@inproceedings{BUT146267,
  author="František {Vídeňský} and František {Zbořil}",
  title="Computer Aided Recognition and Classification of Coats of Arms",
  booktitle="Proceedings ISDA 2017",
  year="2018",
  series="Advances in Intelligent Systems and Computing, vol 736",
  journal="Advances in Intelligent Systems and Computing",
  volume="2018",
  number="3",
  pages="63--73",
  publisher="Springer International Publishing",
  address="Los Alamitos",
  doi="10.1007/978-3-319-76348-4\{_}7",
  isbn="978-3-319-76347-7",
  issn="2194-5357"
}
Projekty
Bezpečné a spolehlivé počítačové systémy, VUT, Vnitřní projekty VUT, FIT-S-17-4014, zahájení: 2017-03-01, ukončení: 2020-02-29, ukončen
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, zahájení: 2016-01-01, ukončení: 2020-12-31, ukončen
Výzkumné skupiny
Výzkumná skupina inteligentních systémů (VZ INTSYS)
Pracoviště
Ústav inteligentních systémů (UITS)
Nahoru