Faculty of Information Technology, BUT

Publication Details

Computer Aided Recognition and Classification of Coats of Arms

VÍDEŇSKÝ František and ZBOŘIL František. Computer Aided Recognition and Classification of Coats of Arms. In: Proceedings ISDA 2017. Advances in Intelligent Systems and Computing, vol 736, vol. 2018. Los Alamitos: Springer International Publishing, 2018, pp. 63-73. ISBN 978-3-319-76347-7. ISSN 2194-5357.
Czech title
Počítačová podpora pro rozpoznávání a klasifikaci rodových erbů
Type
conference paper
Language
english
Authors
Keywords
Convolutional Neural Networks, Image Processing, Segmentation, Heraldy
Abstract
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.
Published
2018
Pages
63-73
Journal
Advances in Intelligent Systems and Computing, vol. 2018, no. 3, ISSN 2194-5357
Proceedings
Proceedings ISDA 2017
Series
Advances in Intelligent Systems and Computing, vol 736
Conference
17th International Conference on Intelligent Systems Design and Applications, Delhi, IN
ISBN
978-3-319-76347-7
Publisher
Springer International Publishing
Place
Los Alamitos, US
DOI
BibTeX
@INPROCEEDINGS{FITPUB11534,
   author = "Franti\v{s}ek V\'{i}de\v{n}sk\'{y} and Franti\v{s}ek Zbo\v{r}il",
   title = "Computer Aided Recognition and Classification of Coats of Arms",
   pages = "63--73",
   booktitle = "Proceedings ISDA 2017",
   series = "Advances in Intelligent Systems and Computing, vol 736",
   journal = "Advances in Intelligent Systems and Computing",
   volume = 2018,
   number = 3,
   year = 2018,
   location = "Los Alamitos, US",
   publisher = "Springer International Publishing",
   ISBN = "978-3-319-76347-7",
   ISSN = "2194-5357",
   doi = "10.1007/978-3-319-76348-4\_7",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11534"
}
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