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Pregled bibliografske jedinice broj: 675941

Extraction of Scene Text in HSI Color Space using K-means Clustering with Chromatic and Intensity Distance


Šarić, Matko; Stella, Maja; Šolić, Petar
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)


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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, 29-31.10.2013

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 ) ( POIROT)
023-0231924-1661 - ICT sustavi i usluge temeljeni na integraciji informacija (Rožić, Nikola, MZOS ) ( POIROT)

Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split

Profili:

Avatar Url Petar Šolić (autor)

Avatar Url Maja Stella (autor)

Avatar Url Matko Šarić (autor)


Citiraj ovu publikaciju

Šarić, Matko; Stella, Maja; Šolić, Petar
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)
Šarić, M., Stella, M. & Šolić, P. (2013) Extraction of Scene Text in HSI Color Space using K-means Clustering with Chromatic and Intensity Distance. U: Recent advances in information sciences - Proceeedings of the 5th European conference of compute science (ECCS'13).
@article{article, year = {2013}, pages = {136-141}, keywords = {scene text extraction, K - means, chromatic distance, intensity distance}, isbn = {978-960-474-344-5}, title = {Extraction of Scene Text in HSI Color Space using K-means Clustering with Chromatic and Intensity Distance}, keyword = {scene text extraction, K - means, chromatic distance, intensity distance}, publisherplace = {Pariz, Francuska} }
@article{article, year = {2013}, pages = {136-141}, keywords = {scene text extraction, K - means, chromatic distance, intensity distance}, isbn = {978-960-474-344-5}, title = {Extraction of Scene Text in HSI Color Space using K-means Clustering with Chromatic and Intensity Distance}, keyword = {scene text extraction, K - means, chromatic distance, intensity distance}, publisherplace = {Pariz, Francuska} }




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