Correcting the document layout: A machine learning approach

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn 2003-January, Issue , 2003, Pages 97-102

  Malerba, Donato ^a   Esposito, Floriana ^a   Altamura, Oronzo ^a   Ceci, Michelangelo ^a   Berardi, Margherita ^a  

^a UNIVERSITY OF BARI   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; LEARNING SYSTEMS;

DOCUMENT LAYOUTS; GLOBAL ANALYSIS; HIERARCHICAL STRUCTURES; LAYOUT ANALYSIS; LEARNING RULES; LOCAL ANALYSIS; MACHINE LEARNING APPROACHES; MULTI-PAGE DOCUMENTS;

QUALITY CONTROL;

EID: 84900213634     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2003.1227635     Document Type: Conference Paper

References (11)

1. Altamura O., Esposito F., & Malerba D.: Transforming paper documents into XML format with WISDOM++, Int. Journal on Document Analysis and Recognition, 4(1), 2-17, 2001.
2. Akindele O.T., & Belaïd A.: Construction of generic models of document structures using inference of tree grammars, Proc. of the 3rd Int. Conf. on Document Analysis and Recognition, IEEE Computer Society Press, 206-209, 1995.
3. Dengel A.: Initial learning of document structures, Proc. of the 2nd Int. Conf. on Document Analysis and Recognition, IEEE Computer Society Press, 86-90, 1993.
4. Dengel A., & Dubiel F.: Clustering and classification of document structure - A machine learning approach, Proc. of the 3rd Int. Conf. on Document Analysis and Recognition, IEEE Computer Society Press, 587-591, 1995.
5. Esposito F., Malerba D., & Semeraro G.: A Knowledge- Based Approach to the Layout Analysis, Proc. of the 3rd Int. Conf. on Document Analysis and Recognition, IEEE Computer Society Press, 466- 471, 1995.
6. Esposito F., Malerba D., & Lisi F.A.: Induction of recursive theories in the normal ILP setting: issues and solutions, in J. Cussens and A. Frisch (Eds.), Inductive Logic Programming, Lecture Notes in Artificial Intelligence, 1866, 93-111, Springer: Berlin, 2000.
7. Kise K.: Incremental acquisition of knowledge about layout structures from examples of documents. Proc. of the 2nd Int. Conf. on Document Analysis and Recognition, IEEE Computer Society Press, pp. 668-671, 1993.
8. Malerba D., Esposito F., & Lisi F.A.: Learning recursive theories with ATRE, Proc. of the 13th European Conf. on Artificial Intelligence, John Wiley & Sons, 435-439, 1998.
9. Malerba D., Esposito F., Altamura O.: Learning Rules for Layout Analysis Correction, Proc. of the Int. Workshop on Document Layout Interpretation and its Applications (DLIA'01), Seattle (WA), 2001.
10. Srihari S.N., & Zack G.W.: Document Image Analysis. Proc. of the 8th Int. Conf. on Pattern Recognition, 434-436, 1986.
11. Walischewski H.: Automatic knowledge acquisition for spatial document interpretation. Proc. of the 4th Int. Conf. on Document Analysis and Recognition, IEEE Computer Society Press, 243-247, 1997.