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Analyzing Old Documents Using a Complex Approach: Application to Lettrines Indexing

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Advances in Knowledge Discovery and Management

Part of the book series: Studies in Computational Intelligence ((SCI,volume 398))

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Abstract

This article proposes a methodology based on a complex approach to analyze and to characterize graphical images extracted from old documents. After presenting a state of the art related to old documents characterization, we compare the approaches of historians and computer science researchers. Then, a novel method to describe images using a complex approach is proposed. In this one, we define the concepts of functional scales and functional units in the field of document analysis. They allow to globally describe an image with respect to its structure, sense, and elements. To validate our methodology, we detail three important steps in lettrine analysis: analysis, segmentation and description.

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References

  1. Amihai Motro, P.S. (ed.): Uncertainty Management in Information Systems: From Needs to Solution. Kluwer Academic Publishers, Boston (1996) ISBN 0-7923-9803-3

    Google Scholar 

  2. Aujol, J.-F., Chambolle, A.: Dual norms and image decomposition models. International Journal of Computer Vision 63(1), 85–104 (2005)

    Article  MathSciNet  Google Scholar 

  3. Baudrier, É., Girard, N., Ogier, J.-M.: A Non-Symmetrical Method of Image Local-Difference Comparison for Ancient Impressions Dating. In: Liu, W., Lladós, J., Ogier, J.-M. (eds.) GREC 2007. LNCS, vol. 5046, pp. 257–265. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  4. Bigun, J., Bhattacharjee, S.K., Michel, S.: Orientation radiograms for image retrieval: An alternative to segmentation (1996)

    Google Scholar 

  5. Breu, H., Gil, J., Kirkpatrick, D., Werman, M.: Linear time euclidean distance transform algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence 17, 529–533 (1995)

    Article  Google Scholar 

  6. Chen, V., Szabo, A., Roussel, M.: Recherche dímages iconique utilisant les moments de zernike. In: Actes de, CORESA 2003, Lyon (2003)

    Google Scholar 

  7. Chouaib, H., Cloppet, F., Vincent, N.: Graphical Drop Caps Indexing. In: Ogier, J.-M., Liu, W., Lladós, J. (eds.) GREC 2009. LNCS, vol. 6020, pp. 212–219. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  8. Coustaty, M.: Drop caps decomposition for indexing: an new letter extraction. In: ICDAR, vol. 1, pp. 476–480 (2009)

    Google Scholar 

  9. Dubois, S., Lugiez, M., Péteri, R., Ménard, M.: Adding a noise component to a color decomposition model for improving color texture extraction. In: Final Program and Proceedings of CGIV 2008 and MCS 2008, pp. 394–398 (2008)

    Google Scholar 

  10. Graham, N., Sutter, A.: Spatial summation in simple (fourier) and complex (non-fourier) texture channels. Vision Research 38(2), 231–257 (1998)

    Article  Google Scholar 

  11. Helgason, S.: Geometric Analysis on Symmetric Spaces. American Mathematical Society (1994)

    Google Scholar 

  12. Hero, A.O., Michel, O.J.J.: Asymptotic theory of greedy approximations to minimal k-point random graphs (1998)

    Google Scholar 

  13. Jimenes, R.: Les bibliothèques virtuelles humanistes et l’étude du matériel typographique. Technical report, Centre d’Etude Superieur de la Renaissance (2008)

    Google Scholar 

  14. Journet, N., Ramel, J.-Y., Mullot, R., Eglin, V.: Document image characterization using a multiresolution analysis of the texture: application to old documents. IJDAR 11(1), 9–18 (2008)

    Article  Google Scholar 

  15. Meyer, Y.: Oscillating patterns in image processing and nonlinear evolution equations. The fifteenth dean jacqueline B. Lewis Memorial Lectures (2001)

    Google Scholar 

  16. Morin, E.: Pour une réforme de la pensée 49(2), 10–14 (1996)

    Google Scholar 

  17. Otsu, N.: A Threshold Selection Method from Gray-level Histograms. IEEE Transactions on Systems, Man and Cybernetics 9(1), 62–66 (1979)

    Article  MathSciNet  Google Scholar 

  18. Pareti, R., Vincent, N.: Ancient initial letters indexing. In: ICPR 2006, pp. 756–759. IEEE Computer Society, Washington, DC, USA (2006)

    Google Scholar 

  19. Uttama, S., Loonis, P., Delalandre, M., Ogier, J.: Segmentation and retrieval of ancient graphic documents. In: Graphics Recognition. Ten Years Review and Future Perspectives, pp. 88–98 (2006)

    Google Scholar 

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Correspondence to Mickael Coustaty .

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Coustaty, M., Courboulay, V., Ogier, JM. (2012). Analyzing Old Documents Using a Complex Approach: Application to Lettrines Indexing. In: Guillet, F., Ritschard, G., Zighed, D. (eds) Advances in Knowledge Discovery and Management. Studies in Computational Intelligence, vol 398. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25838-1_9

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  • DOI: https://doi.org/10.1007/978-3-642-25838-1_9

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