9. A method for segmenting printed media pages into articles, comprising: outputting, using a block type identifier, from a media image a set of paragraphs that are tagged as headlines or body-text; combining, using a merger, the paragraphs into set of blocks; determining which blocks of content belong to one or more articles in the printed media image based on a classifier algorithm; determining, using the classifier algorithm, that blocks with a common assigned headline belong to the same article, and to determine that blocks without an assigned headline are orphan blocks, and where an orphan block is identified, to determine whether there are any candidate blocks that may be linked to the orphan block; and constructing, using the results of the classifier, an article that includes a headline block and a body-text block, wherein a block is a candidate block if the bottom of the candidate block is located below the top margin of a section-starter orphan block.
14. The method of claim 9 , further comprising: determining if a plurality of text blocks belong to the same article based on an adjacency matrix comprising the candidate block; and constructing an article based on the adjacency matrix.