Mean shift pros and cons
Pros
Good general-practice segmentation
Finds variable number of regions
Robust to outliers
Cons
Have to choose kernel size in advance
Original algorithm doesn’t deal well with high dimensions
When to use it
Oversegmentatoin
Multiple segmentations
Other tracking and clustering applications