Chapter Number Gender Classification by Information Fusion of Hair and Face

Various gender classification methods have been reported in the literature. These existing methods fall into two categories. The first kind of method is the appearance-based approach. Golomb et al. [1] used a two-layer neural network with 30 × 30 inputs and directly fed the scaled image pixels to the network without dimensionality reduction. Their databas