Basic idea:
•Take 16x16 square window around
detected feature
•Compute edge orientation (angle of the
gradient - 90°) for each
pixel
•Throw out weak edges (threshold
gradient magnitude)
•Create histogram of surviving edge
orientations
Scale
Invariant Feature
Transform
Adapted from
slide by David Lowe
0
2p
angle histogram