The paper introduces a high performance Radial Basis Function (RBF) neural network approach for seven segment display recognition, which is realized in Visual C++ compiling environment. The main features of the system are piecewise linear gray level transformation, slope angle adjustment, mapping and normalization, feature distilling. The experiment shows that the approach is a fast and high accuracy method of digital r...