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OCR Character Segmentation for cursive handwriting

I have done a OCR application for handwritten normal characters.For the segmentation of characters I have used histogram profile method. That successfully works for normal English characters.

I have used horizontal projection for line segmentation and vertical projection for character segmentation.

To segment lines of cursive hand written article I can use horizontal projection as previous. But I can't use same methodology for cursive English character segmentation since they are merged each other and also slanted. Can anyone please help me with a way to segment cursive characters.Thank You very much.