Video meteor detection filtering using soft computing methods (CROSBI ID 632156)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Silađi, Emil ; Vida, Denis ; Nyarko, Emmanuel Karlo
engleski
Video meteor detection filtering using soft computing methods
In this paper we present the current progress and results from the filtering of Croatian Meteor Network video meteor detections using soft computing methods such as neural networks and support vector machines (SVMs). The goal is to minimize the number of false-positives while preserving the real meteor detections. This is achieved by pre-processing the data to extract meteor movement parameters and then recognizing patterns distinct to meteors. The input data format is fully compliant with the CAMS meteor data standard, and as such the proposed method could be utilized by other meteor networks of the similar kind.
meteor detection; neural networks; support vector machines
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Podaci o prilogu
24-26.
2015.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the International Meteor Conference
Rault, Jean-Louis ; Roggemans, Paul
Mistelbach: The International Meteor Organization
978-2-87355-029-5
Podaci o skupu
International Meteor Conference (IMC) 2015
predavanje
27.08.2015-30.08.2015
Mistelbach, Austrija