Image reduction method based on the F-transform

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F16%3AA1701FH7" target="_blank" >RIV/61988987:17610/16:A1701FH7 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Image reduction method based on the F-transform

Original language description

We present a new method of (color) image reduction based on the F-transform technique with a generalized fuzzy partition. This technique successfully combines approximation (when reduction is performed) and interpolation (when reconstruction is produced). The efficiency of the proposed method is theoretically justified by its linear complexity and by comparison with interpolation, and aggregation-based reductions. We also analyze the measures (MSE, PEN, and SSIM) that are commonly used to estimate the quality of reduced images and show that these measures have better values using the newly proposed method.

Czech name

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Czech description

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Type

J_imp - 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

Project

<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

SOFT COMPUT

ISSN

1432-7643

e-ISSN

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Volume of the periodical

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Issue of the periodical within the volume

December

Country of publishing house

DE - GERMANY

Number of pages

15

Pages from-to

1-15

UT code for WoS article

000398731700014

EID of the result in the Scopus database

2-s2.0-84952664902