In search of the rings: Approaches to Cherenkov ring finding and reconstruction in high energy physics

After considering the challenges of Cherenkov ring finding in High Energy Physics (HEP) experiments we review two common approaches to this problem: likelihood methods and Hough Transform algorithms. We conclude by considering some more exotic techniques.