With handwriting recognition you differ between online and offline recognition. With online you have the stroke order, which helps a lot for character segmentation. Character segmentation is the unsolved problem for handwriting recognition, at least for Latin scripts. With offline you only have the image of a word. If you depend on online information you can't recognize text from images taken with a camera.