Diverging trackers

[hbredin]

dlib.correlation_tracker sometimes diverges so much that:

• the resulting bounding box is nearly empty
• the resulting bounding box has coordinates outside of the video frame

The first case might be solved by adding a minimum size parameter to the TrackingByDetection class (relative to the size of the frame, as everywhere in the library).
The second case is more tricky...