Pregled bibliografske jedinice broj: 1178267
Recognition of symbols and topology in the image of a DC circuit diagram based on contours and skeletons
Recognition of symbols and topology in the image of a DC circuit diagram based on contours and skeletons // 44th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2021)
Opatija, Hrvatska: Institute of Electrical and Electronics Engineers (IEEE), 2021. str. 1026-1031 doi:10.23919/mipro52101.2021.9597015 (predavanje, međunarodna recenzija, sažetak, znanstveni)
CROSBI ID: 1178267 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Recognition of symbols and topology in the image of
a DC circuit diagram based on contours and skeletons
Autori
Storga, Mateij ; Randic, Mirko
Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni
Skup
44th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2021)
Mjesto i datum
Opatija, Hrvatska, 27.09.2021. - 01.10.2021
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
image processing ; symbol recognition ; electrical circuit diagram ; circuit topology ; OpenCV ; contour ; skeleton
Sažetak
Scope of research presented in this paper refers to the off-line recognition and interpretation of the content that conveys images of printed or hand-drawn direct current circuit diagrams. Photographing learning materials with different quality imprints as well as under different lighting exposures may introduce a lot of noise in the image. Besides the standard noise caused by shadows and unwanted spots, common noises that introduce ambiguities into the process of symbol and circuit topology recognition are breaks on connecting lines and symbols. That is why we have designed algorithm in such a way to ensure correct recognition even in conditions of noise. Due to the mostly regular geometric shapes and relationships that define symbols and the interconnection of symbols in an electrical circuit, and the clear topology related to the existence of nodes and branches, we decided to develop a recognition method based mostly on the structural relations. To recognize symbols and topology, we use suitable geometric primitives, contours, and skeletons that can be detected in the image. The recognition method based on the structural patterns that can handle unwanted breaks and disconnections in the image of electrical circuit diagram represents the contribution of this paper.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
