Generate a dataset for binarization of text in images
Start with the following paper, and use it to seed a literature search using the usual methods.

Detecting Text in Natural Scenes with Stroke Width Transform.    Boris Epshtein, Eyal Ofek, Yonatan Wexler.  CVPR 2010.