crta
Hrvatska znanstvena Sekcija img
bibliografija
3 gif
 Naslovna
 O projektu
 FAQ
 Kontakt
4 gif
Pregledavanje radova
Jednostavno pretraživanje
Napredno pretraživanje
Skupni podaci
Upis novih radova
Upute
Ispravci prijavljenih radova
Ostale bibliografije
Slični projekti
 Bibliografske baze podataka

Pregled bibliografske jedinice broj: 394430

Časopis

Autori: Krstinić, Damir; Kuzmanić Skelin, Ana; Slapničar, Ivan
Naslov: Fast Two-Step Histogram-Based Image Segmentation
Izvornik: IET image processing (1751-9659) 5 (2011), 1; 63-72
Vrsta rada: članak
Ključne riječi: clustering; image colour analysis; image processing; image segmentation
Sažetak:
We propose a novel image segmentation technique based on the non-parametric clustering procedure in the discretized color space. The discrete probability density function is estimated in two steps. Multidimensional color histogram is created, which is afterwards used to acquire final density estimate using the variable kernel density estimation technique. Segmentation is obtained by mapping revealed range domain clusters to the spatial image domain. The proposed method is highly efficient, running in time linear to the number of the image pixels with low constant factors. The output of the algorithm can be accommodated for a particular application to simplify the integration with other image processing techniques. Quantitative evaluation on a standard test dataset proves that the quality of the segmentations provided by the proposed method is comparable to the quality of the segmentations generated by other widely adopted low-level segmentation techniques, while running times are several times faster.
Projekt / tema: 023-0372783-1289, 023-0232006-1655
Izvorni jezik: ENG
Current Contents: DA
Citation Index: DA
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Tiskani medij: da
URL Internet adrese: http://www.fesb.hr/~dkrst/fhs/
http://www.ietdl.org/qab_login.jsp?purchasable=true&d=1298902466644
Broj citata:
Altmetric:
DOI: 10.1049/iet-ipr.2009.0107
Google Scholar: Fast Two-Step Histogram-Based Image Segmentation
Upisao u CROSBI: dkrst@fesb.hr (dkrst@fesb.hr), 27. Svi. 2009. u 13:28 sati



  Verzija za printanje   za tiskati


upomoc
foot_4