S
cale
I
nvariant
F
eature
T
ransform
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
2
0
angle histogram
Adapted from slide by David Lowe