Automatic Auroral Detection in Color All-Sky Camera Images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(2014)

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摘要
Every winter, the all-sky cameras (ASCs) in the MIRACLE network take images of the night sky at regular intervals of 10-20 s. This amounts to millions of images that not only need to be pruned, but there is also a need for efficient auroral activity detection techniques. In this paper, we describe a method for performing automated classification of ASC images into three mutually exclusive classes:...
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关键词
Image color analysis,Feature extraction,Cameras,Support vector machines,Classification,Histograms,Scene detection,Computer vision
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