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Record type:	stať ve sborníku (D)
Home Department:	Ústav pro výzkum a aplikace fuzzy modelování (94410)
Title:	SIFT with the F-transform pre-processing
Citace	Hurtík, P., Števuliáková, P. a Perfiljeva, I. SIFT with the F-transform pre-processing. In: The 10th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT): Advances in Intelligent Systems and Computing 2017-09-11 Warsaw. Berlin: Springer, 2018. s. 248-259. ISBN 978-3-319-66829-1.

Subtitle
Publication year:	2018
Obor:	Obecná matematika
Number of pages:	12
Page from:	248
Page to:	259
Form of publication:	Tištená verze
ISBN code:	978-3-319-66829-1
ISSN code:	2194-5357
Proceedings title:	Advances in Intelligent Systems and Computing
Proceedings:	Mezinárodní
Publisher name:	Springer
Place of publishing:	Berlin
Country of Publication:	Sborník vydaný v zahraničí
Název konference:	The 10th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT)
Místo konání konference:	Warsaw
Datum zahájení konference:
Typ akce podle státní příslušnosti účastníků:	Celosvětová akce
WoS code:	000432807900022
EID:	2-s2.0-85029450896

Key words in English:	SIFT; F-transform; image downscale; keypoints;
Annotation in original language:	This paper analyzes the efficiency of the Scale Invariant Fea-ture Transform (SIFT) measured in terms of execution time and stabilityof detection for keypoint location. Our goal is to investigate the inu-ence of various downscaling methods which pre-process images beforethe SIFT is executed. For every downscaling method, we estimate thetotal execution time, the amount of detected keypoints and the successrate of keypoint matching. We show that the best combination with theSIFT is achieved by the F-transform downscaling algorithm.
Annotation in english language:

References

Reference

R01:	RIV/61988987:17610/18:A1901MXI

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