Simplifying the reading of historical manuscripts

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

Volumn 2015-November, Issue , 2015, Pages 826-830

  Asi, Abedelkadir ^a   Cohen, Rafi ^a   Kedem, Klara ^a   El Sana, Jihad ^a  

^a BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; HISTORY; LINEAR TRANSFORMATIONS; MARKOV PROCESSES; MATHEMATICAL TRANSFORMATIONS; STRUCTURAL FRAMES;

COMPLEX DOCUMENTS; GEOMETRIC TRANSFORMATIONS; HISTORICAL DOCUMENTS; MARKOV RANDOM FIELD; NON LINEAR; TEXT LINES; TEXT LOCALIZATION; TEXT REGION;

TEXT PROCESSING;

EID: 84962502266     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2015.7333877     Document Type: Conference Paper

References (31)

1. A. Antonacopoulos and A. C. Downton, "Special issue on the analysis of historical documents," llDAR, vol. 9, pp. pp. 75-77, 2007
2. R. Cattoni, T. Coianiz, S. Messelodi, and C. M. Modena, "Geometric layout analysis techniques for document image understanding: a review," ITC-irst, Tech. Rep., 1998
3. G. Nagy, "Twenty years of document image analysis in pami," PAMI, vol. 22, pp. pp. 38-62, 2000
4. T. Breuel, "An algorithm for finding maximal whitespace rectangles at arbitrary orientations for document layout analysis," in ICDAR, 2003, pp. 66-70
5. A. Antonacopoulos, C. Clausner, C. Papadopoulos, and S. Pletschacher, "Historical document layout analysis competition." in ICDAR, 2011, pp. 1516-1520
6. A. Antonacopoulos, C. Clausner, C. Papadopoulos, and S. Pletschachr, "ICDAR 2013 competition on historical newspaper layout analysis," in ICDAR, 2013, pp. 1454-1458
7. K. Wong, R. Casey, and F. Wahl, "Document analysis system," IBM Journal of Research and Development, vol. 26, no. 6, pp. pp. 647-656, Nov 1982
8. A. Antonacopoulos, "Page segmentation using the description of the background," Computer Vision and Image Understanding, vol. 70, no. 3, pp. 350-369, 1998
9. M. Agrawal and D. Doermann, "Voronoi++: A dynamic page segmentation approach based on voronoi and docstrum features," in ICDAR, 2009, pp. 1011-1015
10. M. Baechler and R. Ingold, "Multi resolution layout analysis of medieval manuscripts using dynamic mlp," in ICDAR, 2011, pp. 1185-1189
11. A. Garz, R. Sablatnig, and M. Diem, "Layout analysis for historical manuscripts using sift features," in ICDAR, 2011, pp. 508-512
12. S. S. Bukhari, A. Asi, T. M. Breuel, and J. El-Sana, "Layout analysis for arabic historical document images using machine learning," in ICFHR, 2012, pp. 639-644
13. G. Nagy, S. Seth, and M. Viswanathan, "A prototype document image analysis system for technical journals," Computer, vol. 25, no. 7, pp. pp. 10-22, July 1992
14. S. Uttama, J.-M. Ogier, and P. Loonis, "Top-down segmentation of ancient graphical drop caps: lettrines;' in IWGR, 2005, pp. 87-96
15. N. Ouwayed and A. Belald, "Multi-oriented text line extraction from handwritten arabic documents," in DAS, 2008
16. R. Haralick, K. Shanmugam, and I. Dinstein, "Textural features for image classification," SMC, vol. 3, no. 6, pp. 610-621, Nov 1973
17. A. K. Jain and Y. Zhong, "Page segmentation using texture analysis," PR, vol. 29, no. 5, pp. 743-770, 1996
18. T. M. Breuel, "High performance document layout analysis," in SDIUT, 2003, pp. 209-218
19. N. Journet, J.-Y. Ramel, R. Mullot, and V. Eglin, "Document image characterization using a multiresolution analysis of the texture: application to old documents," llDAR, vol. 11, no. 1, pp. 9-18, 2008
20. O. Sakhi, "Segmentation of heterogeneous document images: an approach based on machine learning, connected components and texture analysis," Ph.D. dissertation, Universit Paris-Est, July 2013
21. R. Cohen, A. Asi, K. Kedem, J. EI-Sana, and J. Dinstein, "Robust text and drawing segmentation algorithm for historical documents," in HIP, 2013, pp. 110-117
22. K. Chen, H. Wei, J. Hennebert, R. Ingold, and M. Liwicki, "Page segmentation for historical handwritten document images using color and texture features," in ICFHR, 2014, pp. 488-493
23. A. Asi, R. Cohen, J. Dinstein, K. Kedem, and J. EI-Sana, "A coarse-tofine approach for layout analysis of ancient manuscripts," in ICFHR, 2014, pp. 140-145
24. T. Lindeberg, "Feature detection with automatic scale selection," llCV, vol. 30, no. 2, pp. 79-116, 1998
25. Y. Boykov, O. Veksler, and R. Zabih, "Fast approximate energy minimization via graph cuts," PAMI, vol. 23, no. 11, pp. 1222-1239, 2001
26. O. Veksler, "Efficient Graph-Based Energy Minimization Methods in Computer Vision," Ph.D. dissertation, Cornell University, Aug. 1999
27. C. Rother, V. Kolmogorov, and A. Blake, "Grabcut: Interactive foreground extraction using iterated graph cuts," in TOG, vol. 23, no. 3. ACM, 2004, pp. 309-314
28. R. Cohen, J. Dinstein, J. EI-Sana, and K. Kedem, "Using scale-space anisotropic smoothing for text line extraction in historical documents," in IClAR, 2014, pp. 349-358
29. A. Delong, A. Osokin, H. Isack, and Y. Boykov, "Fast approximate energy minimization with label costs," in CVPR, June 2010, pp. 2173-2180
30. C. Clausner, S. Pletschacher, and A. Antonacopoulos, "Scenario driven in-depth performance evaluation of document layout analysis methods," in ICDAR, Sept 2011, pp. 1404-1408
31. B. Gatos, N. Stamatopoulos, and G. Louloudis, "ICDAR2009 handwriting segmentation contest," llDAR, vol. 14, no. 1, pp. 25-33, 2011