1. A method for parameter optimization, said method comprising: receiving a series of image frames; processing said series of image frames utilizing a tracking algorithm with an initialized parameter set; creating an updated parameter set according to image frames processed from among said series of image frames; and validating said updated parameter set utilizing a performance metric to automatically optimize said parameter set for said tracking algorithm by manually inspecting said undated parameter set utilizing a graphical interface associated with a computer.