Shape from focus using multilayer feedforward neural networks

The conventional shape from focus (SFF) methods have inaccuracies because o f piecewise constant approximation of the focused image surface (FIS). We p ropose a more accurate scheme for SFF based on representation of three-dime nsional FIS in terms of neural network weights. The neural networks are tra ined to learn the shape of the FIS that maximizes the focus measure.