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Video meteor detection filtering using soft computing methods (CROSBI ID 632156)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Silađi, Emil ; Vida, Denis ; Nyarko, Emmanuel Karlo Video meteor detection filtering using soft computing methods // Proceedings of the International Meteor Conference / Rault, Jean-Louis ; Roggemans, Paul (ur.). Mistelbach: The International Meteor Organization, 2015. str. 24-26

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.

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objavljeno

978-2-87355-029-5

Podaci o matičnoj publikaciji

Proceedings of the International Meteor Conference

Rault, Jean-Louis ; Roggemans, Paul

Mistelbach: The International Meteor Organization

Podaci o skupu

International Meteor Conference (IMC) 2015

predavanje

27.08.2015-30.08.2015

Mistelbach, Austrija

Povezanost rada

Računarstvo