Multi-oriented handwritten annotations extraction from scanned documents

Proceedings - 11th IAPR International Workshop on Document Analysis Systems, DAS 2014

Volumn , Issue , 2014, Pages 126-130

  Benjlaiel, Mohamed ^a   Mullot, Remy ^b   Alimi, Adel M ^a  

^a UNIVERSITY OF SFAX   (Tunisia)

^b UNIVERSITY OF LA ROCHELLE   (France)

Author keywords

Annotation extraction; Document analysis; Fourier descriptors; Gabor filters; Handwritten text separation

Indexed keywords

COPYING; EXTRACTION; FEATURE EXTRACTION; GABOR FILTERS;

CLASSIFICATION PROCESS; COARSE SEGMENTATION; DOCUMENT ANALYSIS; FEATURE EXTRACTION TECHNIQUES; FINE SEGMENTATIONS; FOURIER DESCRIPTORS; HANDWRITTEN TEXTS; INTEGRATED SYSTEMS;

INFORMATION RETRIEVAL SYSTEMS;

EID: 84903711709     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DAS.2014.17     Document Type: Conference Paper

References (24)

1. Tomohiro Nakai, Nobuyuki Kondo, Koichi Kise, and Keinosuke Matsumoto, "Analysis of annotations on documents for recycling of Information", Electrical Engineering in Japan, Vol. 165, No. 2, 2008.
2. G. Zhu, Y. Zheng, D. Doermann, and S. Jaeger, " Signature detection and matching for document image retrieval", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31, pp. 2015-2031, 2009.
3. R. Kawase, E. Herder, and W. Nejdl, " A comparison of paper-based and online annotations in the workplace", in EC-TEL '09: Proceedings of the 4th European Conference on Technology Enhanced Learning, pp. 240-253. Springer-Verlag, 2009.
4. Zaidi Razak et al, "Off-line Handwriting Text Line Segmentation: A Review", IJCSNS International Journal of Computer Science and Network S 12 ecurity, VOL. 8 No. 7, July 2008.
5. Tomohiro Nakai, Koichi Kise and Masakazu Iwamura, "A Method of Annotation Extraction from Paper Documents Using Alignment Based on Local Arrangements of Feature Points", Ninth International Conference on Document Analysis and Recognition (ICDAR 2007), Vol. 1, pp. 23-27 Sept. 2007.
6. Jindong Chen, Eric Saund, Yizhou Wang and Palo Alto," Image Objects and Multi-Scale Features for Annotation Detection", ICPR 2008, 19th International Conference on Pattern Recognition, pp. 1-5, Dec. 2008.
7. Andrea Mazzei, Frederic Kaplan and Pierre Dillenbourg, "Extraction and Classification of Handwritten Annotations", UbiComp '10, Copenhagen, Denmark. Sep. 2010.
8. A. Busch, W. Boles, W. and S. Sridharan, "Texture for Script Identification", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 27, no. 11, pp. 1720-1732, 2005.
9. K. Baâti, S. Kanoun, M. Benjlaiel, "Différenciation d'écritures arabe et latine de natures imprimée et manuscrite par approche globale", Colloque International Francophone sur l'Ecrit et le Document (CIFED2010), Sousse Tunisie, 2010
10. M. Benjelil, R. Mullot, and A. M. Alimi, "Language and Script Identification Based on Steerable Pyramid Features", In Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition (ICFHR '12). IEEE Computer Society, Washington, DC, USA, 716-721. 2012
11. M. Benjelil, S. Kanoun, R. Mullot, Adel M. Alimi, "Arabic and Latin Script Identification in Printed and Handwritten Types Based on Steerable Pyramid Features", 10th International Conference on Document Analysis and Recognition, ", pp. 591-595, 2009.
12. Mohamed Benjelil, Rémy Mullot, Adel M. Alimi, "Steerable Pyramid Based Complex Documents Images Segmentation," 10th International Conference on Document Analysis and Recognition, pp. 833-837, 2009.
13. Purnendu Banerjee and B. B. Chaudhuri, "A System for Hand-Written and Machine-Printed Text Separation in Bangla Document Images", ICFHR. 2012, DOI 10. 1109/ICFHR. 2012. 171, 2012
14. M. Benjelaiel, S. Kanoun, A. Alimi and R. Mullot, "Three decision levels strategy for Arabic and Latin texts differentiation in printed and handwritten natures", 9th IAPR-ICDAR'2007, Vol. 2, pp. 1103-1107, 23-26, Curitiba, Paraná, Brazil, September, 2007.
15. U. Patil and M. Begum, "Word Level Handwritten and Printed Text Separation Based on Shape Features", International Journal of Emerging Technology and Advanced Engineering, Vol. 2, Issue 4, 2012.
16. N. Richard and T. Gilbert, "Extraction of Dominant Points by estimation of the contour fluctuations", Pattern Recognition Vol. 35, pp. 1447-1462, 2002.
17. J. G. Daugman, "Two dimensional spectral analysis of cortical receptive field profiles," Vision Res., vol. 20. pp. 847-856, 1980
18. J. Daugman, "Complete discrete 2-d Gabor transforms by neural network for image analysis and compression", IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 36, no. 7, pp. 1169-1179, 1988.
19. Hu M. K., "Visual Pattern Recognition by Moment Invariants", IEEE Transactions on Information Theory, Vol IT-8, 1962.
20. R. C. Gonzalez, R. E. Woods and S. L. Eddins, Digital Image Processing Using Matlab, Prentice-Hall, 2004
21. Ben Jlaiel M., Kanoun S., Alimi A., "Une méthode de segmentation d'Images de Documents Composites, Actes du 9ème Colloque International Francophone sur l'Ecrit et le Document-(2006) [hal-00113577 version 1".
22. C. Weliwitage, A. L. Harvey and A. B. Jennings, "Handwritten Document Offline Text Line Segmentation", in Proceedings of Digital Imaging Computing: Techniques and Applications, pp. 184-187, 2005.
23. Y. Zheng, H. Li and D. Doermann, " Machine Printed Text and Handwriting Identification in Noisy Document Images", IEEE transactions on pattern analysis and machine intelligence, vol. 26, no. 3, march 2004.
24. M. Ben Jlaiel, S. Kanoun, R. Mullot and A. M. Alimi, "Complex documents images segmentation based on Steerable Pyramid features", International Journal on Document Analysis and Recognition (IJDAR) 2010, Vol. 13, Issue 3, pp 209-228, 2010.