This paper investigates the problem of H(infinity) filtering for a class of uncertain continuous-time nonlinear systems with real time-varying parameter uncertainty and unknown initial state. We develop an infinite horizon H(infinity) filtering methodology which provides both robust stability and a guaranteed H(infinity) performance for the filtering error irrespective of the parameter uncertainty.