Problem definition: optical flow
How to estimate pixel motion from image
H to image I?
•Solve pixel correspondence problem
–given a pixel in H, look for nearby pixels of the same
color in I
Key assumptions
•color constancy: a point in H looks the same in I
–For
grayscale images, this is brightness constancy
•small motion: points do not move very far
This is called the optical flow problem