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Pregled bibliografske jedinice broj: 701801

Scene Text Extraction using K-means Clustering in HSI Color Space: Influence of Color Distance Measure

Šarić, Matko; Stella, Maja; Šolić, Petar
Scene Text Extraction using K-means Clustering in HSI Color Space: Influence of Color Distance Measure // International journal of circuits, systems and signal processing, 7 (2013), 5; 294-301 (međunarodna recenzija, članak, znanstveni)

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Naslov
Scene Text Extraction using K-means Clustering in HSI Color Space: Influence of Color Distance Measure

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

Izvornik
International journal of circuits, systems and signal processing (1998-4464) 7 (2013), 5; 294-301

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
scene text extraction; K-means; cylindrical distance; intensity distance

Sažetak
Text extraction in scene text images is necessary step that enables higher recognition performance. Challenges in this task arise from wide set of degradations present in natural scene images like complex backgrounds, uneven illumination, viewing angle, etc. In this paper we investigate influence of color distance measure on scene text extraction performance of K-means algorithm in HSI color space. For comparison purposes we tested following clustering distances: hue distance, saturation distance, intensity distance, chromatic distance and cylindrical distance. Obtained results are analyzed with respect to their complementarity in order to show potential for performance improvement

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

Profili:

Avatar Url Petar Šolić (autor)

Avatar Url Maja Stella (autor)

Avatar Url Matko Šarić (autor)

www.naun.org

Citiraj ovu publikaciju:

Šarić, Matko; Stella, Maja; Šolić, Petar
Scene Text Extraction using K-means Clustering in HSI Color Space: Influence of Color Distance Measure // International journal of circuits, systems and signal processing, 7 (2013), 5; 294-301 (međunarodna recenzija, članak, znanstveni)
Šarić, M., Stella, M. & Šolić, P. (2013) Scene Text Extraction using K-means Clustering in HSI Color Space: Influence of Color Distance Measure. International journal of circuits, systems and signal processing, 7 (5), 294-301.
@article{article, author = {\v{S}ari\'{c}, Matko and Stella, Maja and \v{S}oli\'{c}, Petar}, year = {2013}, pages = {294-301}, keywords = {scene text extraction, K-means, cylindrical distance, intensity distance}, journal = {International journal of circuits, systems and signal processing}, volume = {7}, number = {5}, issn = {1998-4464}, title = {Scene Text Extraction using K-means Clustering in HSI Color Space: Influence of Color Distance Measure}, keyword = {scene text extraction, K-means, cylindrical distance, intensity distance} }
@article{article, author = {\v{S}ari\'{c}, Matko and Stella, Maja and \v{S}oli\'{c}, Petar}, year = {2013}, pages = {294-301}, keywords = {scene text extraction, K-means, cylindrical distance, intensity distance}, journal = {International journal of circuits, systems and signal processing}, volume = {7}, number = {5}, issn = {1998-4464}, title = {Scene Text Extraction using K-means Clustering in HSI Color Space: Influence of Color Distance Measure}, keyword = {scene text extraction, K-means, cylindrical distance, intensity distance} }

Časopis indeksira:


  • Scopus

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