Mean Shift

Mean shift is clustering algorithm based on iteratively moving points in the direction of their neighbors.

• Each point has a circle drawn around it, called its "window". Any other points found inside a point's window are considered its neighbors.
• During each iteration every point calculates the average position of all of its neighboring points and moves in that direction.
• The process repeats until all the points stop moving.