Advantages of local features
Locality
•features are local, so robust to
occlusion and clutter
Distinctiveness:
•can differentiate a large
database of objects
Quantity
•hundreds or thousands in a
single image
Efficiency
•real-time performance
achievable
Generality
•exploit different types of
features in different situations