It turns out that an important component of the process of the preservation of archived documents, robust electronic access to printed documents, and access to print materials by the visually impaired is page layout analysis and the creation of an XML document from a document image. In this paper our CTO, Rob Keefer, PhD, describes his process for approaching this problem.