Pattern matching: overview, benchmark and comparison with F-transform general matching algorithm

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F17%3AA1801MI7" target="_blank" >RIV/61988987:17610/17:A1801MI7 - isvavai.cz</a>

Výsledek na webu

<a href="http://rdcu.be/ttBe" target="_blank" >http://rdcu.be/ttBe</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s00500-017-2618-3" target="_blank" >10.1007/s00500-017-2618-3</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Pattern matching: overview, benchmark and comparison with F-transform general matching algorithm

Popis výsledku v původním jazyce

The goal of this paper is to introduce a pattern matching problem and specify its role in the context of similar disciplines such as pattern recognition, content-based object retrieval and semantic object retrieval. Historical development of the disciplines together with a taxonomy is given and a short overview of currently used methods for pattern matching is presented. Moreover, a general soft computing algorithm for pattern matching based on fuzzy transform (F-transform) is proposed together with its version working over graphic cards. Finally, a comparison of the presented methods with respect to their possibilities of usage and computational time is given and graphically illustrated.

Název v anglickém jazyce

Pattern matching: overview, benchmark and comparison with F-transform general matching algorithm

Popis výsledku anglicky

The goal of this paper is to introduce a pattern matching problem and specify its role in the context of similar disciplines such as pattern recognition, content-based object retrieval and semantic object retrieval. Historical development of the disciplines together with a taxonomy is given and a short overview of currently used methods for pattern matching is presented. Moreover, a general soft computing algorithm for pattern matching based on fuzzy transform (F-transform) is proposed together with its version working over graphic cards. Finally, a comparison of the presented methods with respect to their possibilities of usage and computational time is given and graphically illustrated.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10102 - Applied mathematics

Projekt

<a href="/cs/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>

Návaznosti

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

Rok uplatnění

2017

Kód důvěrnosti údajů

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

Název periodika

SOFT COMPUT

ISSN

1432-7643

e-ISSN

—

Svazek periodika

21

Číslo periodika v rámci svazku

13

Stát vydavatele periodika

DE - Spolková republika Německo

Počet stran výsledku

12

Strana od-do

3525-3536

Kód UT WoS článku

000403472700006

EID výsledku v databázi Scopus

2-s2.0-85018342537