CellWriter is a open-source software for handwriting recognition purposes (highly used on cellphones, PDAS, etc).
In this video I wrote the letters using the mouse device to draw, and each letter was trained only 1 time (1 pattern).
In order to get better results on recognition, you need to train the system with more patterns of each letter