How to identify 2d patterns?

In a stream of (x,y) points, how do I go about identifying patterns in consecutive points in the stream? For example I want to set a flag if I see points coming in a zigzagging pattern, or in a "roughly" a circle pattern. Appreciate any pointers to algorithms or better yet to Java libraries that already do that.