Pros and Cons Against Performance Characterization of Vision Algorithms

The paper discusses objections against performance characterization of vision algo rithms and explains their motivation Short and long term arguments are given which overcome these objections The methodology for performance characterization is sketched to demonstrate the feasibility of empirical testing of vision algorithms