•Each image = a pt. in
a high-dimensional space.
–Image: Each pixel a
dimension.
–Point set: Each coordinate of each pt. A dimension.
•Simplest rep. of
variation is linear.
–Basis (eigen) images:
x1…xk
–Each image, x = a1x1 + … + akxk
•Useful if k <<
n.