Tushnytskyy R. Mathematical and program tools for hierarchical decomposition, indexing, classification and visual patterns analysis

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0410U005141

Thesis Registration Form

0410U005141.pdf

Applicant for

Tushnytskyy Ruslan Bogdanovych

Specialization

01.05.03 - Математичне та програмне забезпечення обчислювальних машин і систем

Date of defense

18-06-2010

Specialized Academic Board

Д 35.052.05

Lviv Polytechnic National University

Essay

Mathematical and program tools for hierarchical decomposition, indexing, classification and analysis of visual patterns are considered. The instruments are used for image searching in databases. The method for patterns retrieval problem using 4-D structural features from cluster analysis is developed.Comparison with other approaches demonstrates image searching accuracy higher in average 15%. Methods for visual pattern classification by keys, as well as by their structural properties are developed.

Thesis supervisor

Melnyk Roman Andriyovych

Official opponents

Воробель Роман Антонович
Березький Олег Миколайович

Files

aref--aref.doc

dys--dys01.doc

Similar theses

0421U104038

Petrenko Maksym V.

Methods of integration of heterogeneous bibliographic data

0421U104040

Artabaev Yurii Z.

A technique for increasing the accuracy of integrated navigation systems based on predictive models using genetic algorithms.

0421U103593

Zubko Roman Anatoliyovych

Improving methods to increase the time efficiency of fractal image compression

0421U103401

Chystyakova Inna S.

Mapping method between the description logic and the relational data model.

0421U103320

Bielozorova Yana Andriivna

Method of application of wavelet analysis in problems of identification of speech information