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Using a NN (backpropagation),

You could try the these demo's www.nithinrajs.in/ocr-using-artificial-neural-network-opencv-part-1/ http://www.nithinrajs.in/ocr-using-artificial-neural-network-opencv-part-2-preprocessing/ http://www.nithinrajs.in/ocr-artificial-neural-network-opencv-part-3final-preprocessing/

I successfully got them working.

Additional reference material: http://arxiv.org/ftp/arxiv/papers/1211/1211.4385.pdf