Text Documents present a great challenge to the field of document recognition. Automatic segmentation and layout analysis of documents is used for interpretation and machine translation of documents. Document such as research papers, address book, news etc. is available in the form of un-structured format. Extracting relevant Knowledge from this document has been recognized as promising task. E...