Mоlimо vаs kоristitе оvај idеntifikаtоr zа citirаnjе ili оvај link dо оvе stаvkе:
https://open.uns.ac.rs/handle/123456789/155
Nаziv: | Extended power-based aggregation of distance functions and application in image segmentation | Аutоri: | Delić, Milan Nedović, Ljubo Pap E. |
Dаtum izdаvаnjа: | 1-авг-2019 | Čаsоpis: | Information Sciences | Sažetak: | © 2019 Elsevier Inc. In this paper, we psropose a novel method for construction of a distance function and demonstrate its application in image segmentation. In algorithms for image segmentation, distance functions represent a criterion which divides pixels into groups of segments. We introduce two extended aggregation functions, extended powers productand extended weighted arithmetic mean of powers. Their relevant properties are examined, as well as certain resulting properties of distance functions, which are constructed by an application of mentioned aggregation functions. In addition, one pixel descriptor, which is motivated by Local Binary Patternfamily of descriptors (LBPs), is introduced and discussed. In the experimental section, we present an application of the introduced extended aggregation functions and descriptor, by a construction of a new distance function, used in Fuzzy c-Means Clustering Algorithm (FCM) for image segmentation. | URI: | https://open.uns.ac.rs/handle/123456789/155 | ISSN: | 200255 | DOI: | 10.1016/j.ins.2019.04.053 |
Nаlаzi sе u kоlеkciјаmа: | FTN Publikacije/Publications |
Prikаzаti cеlоkupаn zаpis stаvki
SCOPUSTM
Nаvоđеnjа
14
prоvеrеnо 03.05.2024.
Prеglеd/i stаnicа
27
Prоtеklа nеdеljа
9
9
Prоtеkli mеsеc
0
0
prоvеrеnо 10.05.2024.
Google ScholarTM
Prоvеritе
Аlt mеtrikа
Stаvkе nа DSpace-u su zаštićеnе аutоrskim prаvimа, sа svim prаvimа zаdržаnim, оsim аkо nije drugačije naznačeno.