Pregled bibliografske jedinice broj: 675941
Extraction of Scene Text in HSI Color Space using K-means Clustering with Chromatic and Intensity Distance
Extraction of Scene Text in HSI Color Space using K-means Clustering with Chromatic and Intensity Distance // Recent advances in information sciences - Proceeedings of the 5th European conference of compute science (ECCS'13)
Pariz, Francuska, 2013. str. 136-141 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 675941 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Extraction of Scene Text in HSI Color Space using K-means Clustering with Chromatic and Intensity Distance
Autori
Šarić, Matko ; Stella, Maja ; Šolić, Petar
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Recent advances in information sciences - Proceeedings of the 5th European conference of compute science (ECCS'13)
/ - , 2013, 136-141
ISBN
978-960-474-344-5
Skup
5th European Conference of Computer Science (ECCS'13)
Mjesto i datum
Pariz, Francuska, 29.10.2013. - 31.10.2013
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
scene text extraction; K - means; chromatic distance; intensity distance
Sažetak
Text extraction is important step that strongly influences on the final recognition performance. This task is especially challenging in case of scene text which is characterized with wide set of degradations like complex backgrounds, uneven illumination, viewing angle, etc. In this paper we evaluated text extraction based on K-means clustering in HSI color space with chromatic distance and intensity distance. Obtained results are analyzed with respect to their complementarity in order to show potential for performance improvement. Comparison is also made with approach using cylin drical distance in K-means clustering of HSI image.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo
POVEZANOST RADA
Projekti:
023-0231924-1660 - NAPREDNE HETEROGENE MREŽNE TEHNOLOGIJE (Begušić, Dinko, MZOS ) ( CroRIS)
023-0231924-1661 - ICT sustavi i usluge temeljeni na integraciji informacija (Rožić, Nikola, MZOS ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split
