Research Article

Physical structure extraction of Algerian baccalaureate transcripts

Volume: 2 Number: 1 September 23, 2019
EN

Physical structure extraction of Algerian baccalaureate transcripts

Abstract

In recent years, Algerian universities have become aware of the interest of electronic archiving and the digitization of archives for a better management of their documents. The development of systems enabling the analysis and understanding of archival documents became an unavoidable need. The present paper follows this trend; it proposes a system for the analysis of the physical structure of Algerian baccalaureate transcripts, stored in the universities archives. The proposed system proceeds in two phases: 1) preprocessing, in which several operations are applied in order to reduce the noise present in the input images. 2) Segmentation; It starts with the elimination of the transcript border. Then, it extracts the text lines and the blocks, based on RLSA algorithm and the projection profiles analysis. After, it proceeds to the classification of the blocks in three: textual block, table, and graphic. Finally, it recovers textual content from textual blocks and tables.

Keywords

References

  1. M. Agrawal, and D. Doermann, “Voronoi++: A dynamic page segmentation approach based on voronoi and docstrum features,” Proc. 10th International Conference on Document Analysis and Recognition (ICDAR), pp. 1011-1015, 2009.
  2. M. Agrawal, and D. Doermann, “Context-aware and content-based dynamic Voronoi page segmentation,” Proc. 9th IAPR International Workshop on Document Analysis Systems, pp. 73-80, 2010.
  3. O.T. Akindele, and A. Belaid, “Page segmentation by segment tracing,” Proc. 2nd International Conference on Document Analysis and Recognition (ICDAR), pp. 341-344, 1993.
  4. A. Amin, and R. Shiu, “Page segmentation and classification utilizing bottom-up approach,” International Journal of Image and Graphics, vol. 1, No. 2, pp. 345-361, 2001.‏
  5. A. Antonacopoulos, and R.T. Ritchings, “Flexible page segmentation using the background,” Proc. 12th IAPR International Conference on Pattern Recognition, vol. 3 - Conference C: Signal Processing (Cat. No. 94CH3440-5), vol. 2, pp. 339-344, 1994.
  6. A. Ben Salah, “Maîtrise de la qualité des transcriptions numériques dans les projets de numérisation de masse,” doctoral dissertation, Université de Rouen-France, 2014.
  7. R.N. Bracewell, “Two-Dimensional Imaging,” Englewood Cliffs: Prentice Hall, vol. 247, 1995, pp. 505-537.
  8. C. Carton, A. Lemaitre, and B. Coüasnon, “Automatic and interactive rule inference without ground truth,” Proc. 13th International Conference on Document Analysis and Recognition (ICDAR), pp. 696-700, 2015.

Details

Primary Language

English

Subjects

Software Engineering (Other)

Journal Section

Research Article

Authors

Ahlem Obeizi This is me
Algeria

Chokri Ferkous This is me
Algeria

Publication Date

September 23, 2019

Submission Date

July 19, 2019

Acceptance Date

September 8, 2019

Published in Issue

Year 2019 Volume: 2 Number: 1

APA
Kefali, A., Obeizi, A., & Ferkous, C. (2019). Physical structure extraction of Algerian baccalaureate transcripts. International Journal of Informatics and Applied Mathematics, 2(1), 48-72. https://izlik.org/JA26RC43GJ
AMA
1.Kefali A, Obeizi A, Ferkous C. Physical structure extraction of Algerian baccalaureate transcripts. IJIAM. 2019;2(1):48-72. https://izlik.org/JA26RC43GJ
Chicago
Kefali, Abderrahmane, Ahlem Obeizi, and Chokri Ferkous. 2019. “Physical Structure Extraction of Algerian Baccalaureate Transcripts”. International Journal of Informatics and Applied Mathematics 2 (1): 48-72. https://izlik.org/JA26RC43GJ.
EndNote
Kefali A, Obeizi A, Ferkous C (September 1, 2019) Physical structure extraction of Algerian baccalaureate transcripts. International Journal of Informatics and Applied Mathematics 2 1 48–72.
IEEE
[1]A. Kefali, A. Obeizi, and C. Ferkous, “Physical structure extraction of Algerian baccalaureate transcripts”, IJIAM, vol. 2, no. 1, pp. 48–72, Sept. 2019, [Online]. Available: https://izlik.org/JA26RC43GJ
ISNAD
Kefali, Abderrahmane - Obeizi, Ahlem - Ferkous, Chokri. “Physical Structure Extraction of Algerian Baccalaureate Transcripts”. International Journal of Informatics and Applied Mathematics 2/1 (September 1, 2019): 48-72. https://izlik.org/JA26RC43GJ.
JAMA
1.Kefali A, Obeizi A, Ferkous C. Physical structure extraction of Algerian baccalaureate transcripts. IJIAM. 2019;2:48–72.
MLA
Kefali, Abderrahmane, et al. “Physical Structure Extraction of Algerian Baccalaureate Transcripts”. International Journal of Informatics and Applied Mathematics, vol. 2, no. 1, Sept. 2019, pp. 48-72, https://izlik.org/JA26RC43GJ.
Vancouver
1.Abderrahmane Kefali, Ahlem Obeizi, Chokri Ferkous. Physical structure extraction of Algerian baccalaureate transcripts. IJIAM [Internet]. 2019 Sep. 1;2(1):48-72. Available from: https://izlik.org/JA26RC43GJ

International Journal of Informatics and Applied Mathematics