Before revision:  FRESH leverages on a locality sensitive hashing scheme for detecting candidate near neighbors of the query curve, and  a subsequent pruning step based on a pipeline of curve simplifications.
After revision:  FRESH leverages on a locality sensitive hashing scheme for detecting candidate near neighbors of the query curve, and a subsequent pruning step based on a cascade of curve simplifications.