This high speed interest point (corner) detector is based on considering pixels in a circular ring around the pixel of interest. A carefully chosen criterion allows the majority of non-corners to be rapidly rejected. The resulting algorithm can process VGA resolution images in a small number of milliseconds to produce very stable sets of interest points.
[2006 ECCV paper] [IEEE T-PAMI Paper]
Ed Rosten's page about FAST
[2006 ECCV paper] [IEEE T-PAMI Paper]
Ed Rosten's page about FAST
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