Improving features extraction for supervised invoice classification

Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010

Volumn , Issue , 2010, Pages 401-405

  Bartoli, Alberto ^a   Davanzo, Giorgio ^a   Medvet, Eric ^a   Sorio, Enrico ^a  

^a UNIVERSITY OF TRIESTE   (Italy)

Author keywords

Intelligent data analysis; Machine learning and document image classification

Indexed keywords

EID: 77954607455     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2316/p.2010.674-040     Document Type: Conference Paper

References (12)

1. F. Cesarini, E. Francesconi, M. Gori, and G. Soda, "Analysis and understanding of multi-class invoices," International Journal on Document Analysis and Recognition, vol.6, pp. 102-114, Oct. 2003.
2. N. Chen and D. Blostein, "A survey of document image classification: problem statement, classifier architecture and performance evaluation," International Journal on Document Analysis and Recognition, vol.10, pp. 1-16, June 2007.
3. P. Heroux, S. Diana, A. Ribert, and E. Trupin, "Classification method study for automatic formclass identification," in Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on, vol.1, pp. 926-928 vol.1, 1998.
4. J. Hu, R. Kashi, and G. Wilfong, "Document classification using layout analysis," in Database and Expert Systems Applications, 1999. Proceedings. Tenth International Workshop on, pp. 556-560, 1999.
5. C. Shin, D. Doermann, and A. Rosenfeld, "Classification of document pages using structure-based features," International Journal on Document Analysis and Recognition, vol.3, pp. 232-247,May 2001.
6. J. Liang, D. Doermann, M. Ma, and J. Guo, "Page classification through logical labelling," in Pattern Recognition, 2002. Proceedings. 16th International Conference on, vol.3, pp. 477-480 vol.3, 2002.
7. C. Nattee and M. Numao, "Geometric method for document understanding and classification using online machine learning," in Document Analysis and Recognition, 2001. Proceedings. Sixth International Conference on, pp. 602-606, 2001.
8. A. L. Spitz and A. Maghbouleh, "Text categorization using character shape codes," in SPIE Symposium on Electronic Imaging Science and Technology, p. 174-181, 1999.
9. D. J. Ittner, D. D. Lewis, and D. D. Ahn, "Text categorization of low quality images," in Symposium on Document Analysis and Information Retrieval, p. 301-315, 1995.
10. C. Alippi, F. Pessina, and M. Roveri, "An adaptive system for automatic invoice-documents classification," in IEEE International Conference on Image Processing, 2005. ICIP 2005, vol.2, 2005.
11. J. Canny, "A computational approach to edge detection," IEEE Transactions on pattern analysis and machine intelligence, p. 679-698, 1986.
12. C. C. Chang and C. J. Lin, LIBSVM: a library for support vector machines. 2001.