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Pregled bibliografske jedinice broj: 896848

Color image segmentation based on intensity and hue clustering - a comparison of LS and LAD approaches


Taler, Petar; Sabo, Kristian
Color image segmentation based on intensity and hue clustering - a comparison of LS and LAD approaches // Croatian operational research review, 5 (2014), 2; 378-385 (međunarodna recenzija, članak, znanstveni)


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Naslov
Color image segmentation based on intensity and hue clustering - a comparison of LS and LAD approaches

Autori
Taler, Petar ; Sabo, Kristian

Izvornik
Croatian operational research review (1848-0225) 5 (2014), 2; 378-385

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

Ključne riječi
data clustering, color image segmentation, least square, least absolute deviation

Sažetak
Motivated by the method for color image segmentation based on intensity and hue clustering proposed in [26] we give some theoretical explanations for this method that directly follows from the natural connection between the maximum likelihood approach and Least Squares or Least Absolute Deviations clustering optimality criteria. The method is tested and illustrated on a few typical situations, such as the presence of outliers among the data.

Izvorni jezik
Engleski

Znanstvena područja
Matematika



POVEZANOST RADA


Ustanove:
Sveučilište u Osijeku, Odjel za matematiku

Profili:

Avatar Url Petar Taler (autor)

Avatar Url Kristian Sabo (autor)

Poveznice na cjeloviti tekst rada:

Hrčak

Citiraj ovu publikaciju:

Taler, Petar; Sabo, Kristian
Color image segmentation based on intensity and hue clustering - a comparison of LS and LAD approaches // Croatian operational research review, 5 (2014), 2; 378-385 (međunarodna recenzija, članak, znanstveni)
Taler, P. & Sabo, K. (2014) Color image segmentation based on intensity and hue clustering - a comparison of LS and LAD approaches. Croatian operational research review, 5 (2), 378-385.
@article{article, author = {Taler, Petar and Sabo, Kristian}, year = {2014}, pages = {378-385}, keywords = {data clustering, color image segmentation, least square, least absolute deviation}, journal = {Croatian operational research review}, volume = {5}, number = {2}, issn = {1848-0225}, title = {Color image segmentation based on intensity and hue clustering - a comparison of LS and LAD approaches}, keyword = {data clustering, color image segmentation, least square, least absolute deviation} }
@article{article, author = {Taler, Petar and Sabo, Kristian}, year = {2014}, pages = {378-385}, keywords = {data clustering, color image segmentation, least square, least absolute deviation}, journal = {Croatian operational research review}, volume = {5}, number = {2}, issn = {1848-0225}, title = {Color image segmentation based on intensity and hue clustering - a comparison of LS and LAD approaches}, keyword = {data clustering, color image segmentation, least square, least absolute deviation} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Emerging Sources Citation Index (ESCI)
  • EconLit


Uključenost u ostale bibliografske baze podataka::


  • EconLit
  • MathSciNet
  • Zentrallblatt für Mathematik/Mathematical Abstracts





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