A new point of view to common vector approach

The common vector approach is handled from a new point of view. Thus, all classes can be represented by a unique subspace and high recognition rates can be obtained by using feature vectors with very low dimensions. The recognition rates obtained from an experimental study using the TI-digit database are also given.