In the field of computer vision and more specifically in the subject of local features detection and description, most of the times the pre-processing phase involves the construction of the scale-space pyramid, like in SIFT, SURF, FREAK... Does the number of octaves of the pyramid has an influence on the quality and the performance of the descriptor or detector?
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