DETECTION OF CORONAL MASS EJECTIONS

被引:0
作者
Norberto, Goussies [1 ]
Marta, Mejail [1 ]
Julio, Jacobo [1 ]
Guillermo, Stenborg [2 ]
机构
[1] Univ Buenos Aires, Dept Comp Sci, Sch Exact & Nat Sci, RA-1053 Buenos Aires, DF, Argentina
[2] Catholic Univ Amer, Ctr Solar Phys & Space Weather, Washington, DC 20064 USA
来源
2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5 | 2008年
关键词
Level Sets; Region Competition; Textures; Coronal Mass Ejections;
D O I
10.1109/ICIP.2008.4711942
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Coronal Mass Ejection (CME) events refer to the appearance of a new, discrete, white-light feature (with outward speed) in a coronagraph. The huge amount of data provided by the pertinent instruments onboard the Solar and Heliospheric Observatory (SOHO) and, most recently, the Solar Terrestrial Relations Observatory (STEREO) makes the human-based detection of such events excessively time consuming. Although several algorithms have been proposed to address this issue, there is still lack of universal consensus about their reliability. This work presents a novel method for the detection of CMEs as recorded by the LASCO instruments onboard SOHO. The algorithm we developed is based on level sets and region competition methods, the CMEs texture being characterized by their co-ocurrence matrix. The texture information is introduced in the region competition motion equations, and in order to evolve the curve, a fast level set implementation is used.
引用
收藏
页码:1065 / 1068
页数:4
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