Grid-based modelling and correction of arbitrarily warped historical document images for large-scale digitisation

ACM International Conference Proceeding Series

Volumn , Issue , 2011, Pages 106-111

  Yang, Po ^a   Antonacopoulos, Apostolos ^a   Clausner, Christian ^a   Pletschacher, Stefan ^a  

^a UNIVERSITY OF SALFORD   (United Kingdom)

Author keywords

dewarping; geometric distortion; geometrical model; historical documents; text line detection

Indexed keywords

DEWARPING; GEOMETRIC DISTORTION; GEOMETRICAL MODELS; HISTORICAL DOCUMENTS; TEXT LINE DETECTION;

PRINTING; VISUALIZATION;

GEOMETRY;

EID: 80054781124     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2037342.2037360     Document Type: Conference Paper

References (14)

1. A. Antonacopoulos, D. Karatzas, "Document Image analysis for World War II personal records", First Int. Workshop on Document Image Analysis for Libraries, DIAL'04, Palo Alto, pp. 336-341, 2004.
2. H. Cao., X. Ding., and C.Liu., "A cylinderical surface model to rectify the bound document image", Int'l Conf. Computer Vision, 2003, pp.228-233.
3. Z. Zhang., and C. Tan., "Correcting document image warping based on regression of curved text lines", Int'l Conf.Computer Vision, 2003, pp. 589-593.
4. Z. Zhang., and C. Tan., "Document flattening through grid modeling and regularization", Int'l Conf. on Pattern Recognition, 2002, pp. 977-980.
5. N. Stamatopoulos, B. Gatos, I. Pratikakis., and S.J. Perantonis, "Goal-Oriented rectification of camera based document image", IEEE Transactions on Image Processing, pp910-920, 2011.
6. C.L.Tan, L. Zhang, Z. Zhang, T. Xia. "Restoring warped document images through 3D shape modelling" IEEE Transactions on Patten Analysis and Machine Intelligence, Vol 29, issue 3, pp195-210, 2006.
7. Y. Y. Tang and C.Y. Suen, "Image Transformation Approach to Nonlinear Shape Raoration," IEEE Trans. Systems, Man, and Cybernetics, vol. 23, no. 1, pp. 155-171,Jan./Feb. 1993.
8. O. Lavaille, X. Molines, F. Angella, and P. Baylou, "Active Contours Nework to Sraighten Dixtorted Text Lines," Proc. Int'l Conf. Image Processing, pp. 1074-1077, Oct. 2001.
9. M.S. Brown and W.B. Scales, "Image Restoration of Arbitrarily Warped Documents," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 10, pp. 1295-1306, 2004.
10. MS. Brown and Y.-C. Tsoi, "Geometric and shading correction for images of printed materials using boundary," Image Processing, IEEE Transactions on, vol.15, no.6, pp.1544-1554, June 2006 (Pubitemid 43785795)
11. A. Doncescu, A. Bouju, and V. Quillet, "Former Books Digital Processing: Image Warping," Proc. Int'l Workshop Document Image Analysis, pp. 5-9, 1997.
12. th Int'l Conf on Pattem Recognition, 2004. Pp. 482-485.
13. IMPACT: Improving Access to Text, EU FP7 project. http://www.impact- proiect. eu
14. Book Restorer, image restoration software, http://www.i2s-bookscanner. com.