Intersection based character classifier

The classifier is intended to recognize simple black-and-white characters that may have breaks. We assume that there are not many breaks in the picture trajectory and each line intersects the trajectory in few points. The latter condition is true for such character classes as digits and small Latin letters. We also assume that the input image is inscribed in the unit square without distorting original proportions and is centred