Internal Fusion Functions
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F18%3AA1901M6P" target="_blank" >RIV/61988987:17610/18:A1901M6P - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/TFUZZ.2017.2686345" target="_blank" >http://dx.doi.org/10.1109/TFUZZ.2017.2686345</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TFUZZ.2017.2686345" target="_blank" >10.1109/TFUZZ.2017.2686345</a>
Alternative languages
Result language
angličtina
Original language name
Internal Fusion Functions
Original language description
In this work we investigate a mechanism for fusing a set of inputs (values) in such a way that the procedure does not create new information during the process. In order to do so, we introduce internal fusion functions, a family of fusion functions in which the output always corresponds to some of thegiven inputs. We perform an in-depth theoretical study of internal fusion functions and, furthermore, we propose three different construction methods which are based on (1) an arbitrary fusion function and a partition of the domain; (2) a linear order and (3) a minimization mechanism using penalty functions.Finally, we illustrate this paper with the application of internal fusion functions in two image processing algorithms where a set of images must be fused, namely multi-focus image and denoised image fusion, as well as in an example of multi-class problem, where we fuse a set of score matrices obtained by several classification algorithms.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10101 - Pure mathematics
Result continuities
Project
<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE T FUZZY SYST
ISSN
1063-6706
e-ISSN
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Volume of the periodical
26
Issue of the periodical within the volume
2
Country of publishing house
US - UNITED STATES
Number of pages
17
Pages from-to
487-503
UT code for WoS article
000428613500008
EID of the result in the Scopus database
2-s2.0-85045007033