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High-Speed Image Processing Algorithms for Real-Time Detection of MARFEs on JET

Articolo
Data di Pubblicazione:
2012
Abstract:
This paper presents a high-speed image processing algorithm applied to multifaceted asymmetric radiation from the edge detection on Joint European Torus. The algorithm has been developed in C/C++ language using the OpenCV library for image processing and the LibSVM library for pattern classification and has been tested on a dedicated Intel 64-bit Linux computing platform. The code implemented achieves at the same time high accuracy and good run-time performance. The final version presents a correct detection rate of 93.3% and an average image processing rate of 650 frames per second. A complete analysis of each image processing module is presented to illustrate the overall characteristics and performance of the algorithm.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Image processing; multifaceted asymmetric radiation from the edge (MARFE) detection; MARFE identification; real-time MARFE processing
Elenco autori:
Murari, Andrea
Autori di Ateneo:
MURARI ANDREA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/242023
Pubblicato in:
IEEE TRANSACTIONS ON PLASMA SCIENCE
Journal
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http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6353975
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