Tytuł:

Some Aspects of Intuitionistic Fuzzy Sets and Possibility Theory as an Approach to Graphical Object Semantics for CBIR.

Inny tytuł:

Raport Badawczy = Research Report ; RB/40/2009

Twórca:

Jaworska, Tatiana (1966– )

Wydawca:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Miejsce wydania:

Warszawa

Data wydania/powstania:

2009

Opis:

18 pages ; 21 cm ; Bibliography p. 16-18

Temat i słowa kluczowe:

Intuicjonistyczne zbiory rozmyte ; Intuitionistic fuzzy sets ; Possibility theory ; Teoria możliwości ; System wyszukiwania obrazów po zawartości cbir ; Obiekt graficzny ; Indeksowanie obrazów ; Klasyfikacja obrazów ; Content-based image retrieval system ; Graphical object ; Image indexing ; Image classification

Abstrakt:

This article introduces the imprecision approach to high-level graphical object interpretation. It presents a step towards soft computing which supports the implementation of a content-based image retrieval (CBIR) system dealing with graphical object classification. Some crucial aspects of CBIR are presented here to illustrate the problems that we are now struggling with. The main motivation of these researches is to provide effective and efficient means for the semantic interpretation of graphical objects. The paper shows how the traditional feature vector method extends to match graphical objects, difficult to classify, by applying intuitionistic fuzzy sets and possibility theory. Cases are considered where both the classification of objects and their extraction are modeled using fuzzy set extensions.

Czasopismo/Seria/cykl:

Raport Badawczy = Research Report

Typ zasobu:

Text

Szczegółowy typ zasobu:

Report

Źródło:

RB-2009-40

Język:

eng

Język streszczenia:

eng

Prawa:

Creative Commons Attribution BY 4.0 license

Zasady wykorzystania:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitalizacja:

Systems Research Institute of the Polish Academy of Sciences

Lokalizacja oryginału:

Library of Systems Research Institute PAS

Dofinansowane ze środków:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Dostęp:

Open