A generic method for structure recognition of handwritten mail documents

Aurélie Lemaitre 1 Jean Camillerapp 1 Bertrand Coüasnon 1
1 IMADOC - Interprétation et Reconnaissance d’Images et de Documents
UR1 - Université de Rennes 1, INSA Rennes - Institut National des Sciences Appliquées - Rennes, CNRS - Centre National de la Recherche Scientifique : UMR6074
Abstract : This paper presents a system to extract the logical structure of handwritten mail documents. It consists in two joined tasks: the segmentation of documents into blocks and the labeling of such blocks. The main considered label classes are: addressee details, sender details, date, subject, text body, signature. This work has to face with difficulties of unconstrained handwritten documents: variable structure and writing. We propose a method based on a geometric analysis of the arrangement of elements in the document. We give a description of the document using a two-dimension grammatical formalism, which makes it possible to easily introduce knowledge on mail into a generic parser. Our grammatical parser is LL(k), which means several combinations are tried before extracting the good one. The main interest of this approach is that we can deal with low structured documents. Moreover, as the segmentation into blocks often depends on the associated classes, our method is able to retry a different segmentation until labeling succeeds. We validated this method in the context of the French national project RIMES, which proposed a contest on a large base of documents. We obtain a recognition rate of 91.7% on 1150 images.
Document type :
Conference papers
Complete list of metadatas

Cited literature [10 references]  Display  Hide  Download

https://hal.inria.fr/inria-00308565
Contributor : Aurélie Lemaitre <>
Submitted on : Thursday, December 2, 2010 - 5:38:58 PM
Last modification on : Friday, November 16, 2018 - 1:23:51 AM
Long-term archiving on : Thursday, March 3, 2011 - 2:25:21 AM

File

DRR_Lemaitre_final.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : inria-00308565, version 1

Citation

Aurélie Lemaitre, Jean Camillerapp, Bertrand Coüasnon. A generic method for structure recognition of handwritten mail documents. Document Recognition and Retrieval DRR XV, Jan 2008, San Jose, United States. ⟨inria-00308565⟩

Share

Metrics

Record views

389

Files downloads

175