Object structure

Title:

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

Subtitle:

Raport Badawczy = Research Report ; RB/40/2009

Creator:

Jaworska, Tatiana. Autor

Publisher:

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

Place of publishing:

Warszawa

Date issued/created:

2009

Description:

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

Subject and Keywords:

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

Abstract:

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. We consider the cases where both classification of objects and their retrieval are modelled with the aid of fuzzy set extensions.

Relation:

Raport Badawczy = Research Report

Resource type:

Tekst

Detailed Resource Type:

Report

Source:

RB-2009-40

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

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: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

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.

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