Naslov
Video meteor detection filtering using soft computing methods

Autori
Silađi, Emil ; Vida, Denis ; Nyarko, Emmanuel Karlo

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the International Meteor Conference / Rault, Jean-Louis ; Roggemans, Paul - Mistelbach : The International Meteor Organization, 2015, 24-26

ISBN
978-2-87355-029-5

Skup
International Meteor Conference (IMC) 2015

Mjesto i datum
Mistelbach, Austrija, 27.08.2015. - 30.08.2015

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
meteor detection; neural networks; support vector machines

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA