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Evaluace metod vyhledávání klíčových bodů

Authors: Kordula, Jaroslav;

Evaluace metod vyhledávání klíčových bodů

Abstract

The goal of this thesis is to get familiarized with software component Microsoft .NET Framework and the problems of methods of interest point detection. On the basis of this knowledge, it is required to develop a method for the evaluation of used detectors and then implement a console application that is simply able to evaluate the results of interest point detection methods. Such evaluation is important in the process of development of the algorithms for the detection using projected method of evaluation. The interest points are searched in several images which represent the same scene from different angles of view. The requirements also inculde creation of graphic user interface that allows an easy way to setup the evaluation conditions.

Cílem práce je seznámení se s programovacím prostředím Microsoft .NET Framework a problematikou vyhledávání klíčových bodů v obraze. Na základě těchto znalostí je požadován návrh metody evaluace používaných detektorů a následná implementace konzolové aplikace umožňující snadné vyhodnocení výstupních dat aplikované metody vyhledávání klíčových bodů v obraze v iteračních postupech návrhu/učení algoritmů za použití navržené metody evaluace. Klíčové body jsou vyhledány v několika bitmapách, které zachycují tutéž scénu v různých směrech pohledu. Zároveň je požadováno vytvoření grafického uživatelského prostředí umožňujícího snadné nastavení podmínek pro evaluaci.

A

Country
Czech Republic
Related Organizations
Keywords

edge detection, evaluation, vyhledávání klíčových bodů, .NET Framework, evaluace, feature detection, vyhledávání hran, interest point detection, GDI+, C#, vyhledávání vlastností obrazu

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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