Skip to main content

Shape from Contour for the Digitization of Curved Documents

  • Conference paper
Computer Vision – ACCV 2007 (ACCV 2007)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 4844))

Included in the following conference series:

Abstract

We are aiming at extending the basic digital camera functionalities to the ability to simulate the flattening of a document, by virtually acting like a flatbed scanner. Typically, the document is the warped page of an opened book. The problem is stated as a computer vision problem, whose resolution involves, in particular, a 3D reconstruction technique, namely shape from contour. Assuming that a photograph is taken by a camera in arbitrary position or orientation, and that the model of the document surface is a generalized cylinder, we show how the corrections of its geometric distortions, including perspective distortion, can be achieved from a single view of the document. The performances of the proposed technique are assessed and illustrated through experiments on real images.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Tang, Y.Y., Suen, C.Y.: Image Transformation Approach to Nonlinear Shape Restoration. IEEE Trans. Syst. Man and Cybern. 23(1), 155–172 (1993)

    Article  MATH  Google Scholar 

  2. Weng, Y., Zhu, Q.: Nonlinear Shape Restoration for Document Images. In: Proc. IEEE Conf. Comp. Vis. and Patt. Recog., San Francisco, California, USA, pp. 568–573. IEEE Computer Society Press, Los Alamitos (1996)

    Google Scholar 

  3. Zhang, Z., Tan, C.L.: Recovery of Distorted Document Images from Bound Volumes. In: Proc. 6th Int. Conf. Doc. Anal. and Recog., Seattle, Washington, USA, pp. 429–433 (2001)

    Google Scholar 

  4. Lavialle, O., Molines, X., Angella, F., Baylou, P.: Active Contours Network to Straighten Distorted Text Lines. In: Proc. IEEE Int. Conf. Im. Proc., Thessaloniki, Greece, vol. III, pp. 748–751. IEEE Computer Society Press, Los Alamitos (2001)

    Google Scholar 

  5. Wu, C.H., Agam, G.: Document Image De-Warping for Text/Graphics Recognition. In: Caelli, T.M., Amin, A., Duin, R.P.W., Kamel, M.S., de Ridder, D. (eds.) SPR 2002 and SSPR 2002. LNCS, vol. 2396, pp. 348–357. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  6. Tsoi, Y.C., Brown, M.S.: Geometric and Shading Correction for Images of Printed Materials: A Unified Approach Using Boundary. In: Proc IEEE Conf. Comp. Vis. and Patt. Recog., vol. I, pp. 240–246. IEEE Computer Society Press, Washington, D.C., USA (2004)

    Google Scholar 

  7. Yamashita, A., Kawarago, A., Kaneko, T., Miura, K.T.: Shape Reconstr. and Image Restoration for Non-Flat Surfaces of Documents with a Stereo Vision System. In: Proc. 17th Int. Conf. Patt. Recog., Cambridge, UK, vol. I, pp. 482–485 (2004)

    Google Scholar 

  8. Cho, S.I., Saito, H., Ozawa, S.: A Divide-and-conquer Strategy in Shape from Shading Problem. In: Proc.IEEE Conf. Comp. Vis. and Patt. Recog., San Juan, Puerto Rico, pp. 413–419. IEEE Computer Society Press, Los Alamitos (1997)

    Chapter  Google Scholar 

  9. Doncescu, A., Bouju, A., Quillet, V.: Former books digital processing: image warping. In: Proc. IEEE Worksh. Doc. Im. Anal., San Juan, Puerto Rico, pp. 5–9. IEEE Computer Society Press, Los Alamitos (1997)

    Google Scholar 

  10. Brown, M.S., Seales, W.B.: Document Restoration Using 3D Shape: A General Deskewing Algorithm for Arbitrarily Warped Documents. In: Proc. 8th IEEE Int. Conf. Comp. Vis., Vancouver, Canada, vol. I, pp. 367–375. IEEE Computer Society Press, Los Alamitos (2001)

    Google Scholar 

  11. Sun, M., Yang, R., Yun, L., Landon, G., Seales, W.B., Brown, M.S.: Geometric and Photometric Restoration of Distorted Documents. In: Proc. 10th IEEE Int. Conf. Comp. Vis., Beijing, China, vol. II, pp. 1117–1123. IEEE Computer Society Press, Los Alamitos (2005)

    Google Scholar 

  12. Cao, H., Ding, X., Liu, C.: Rectifying the Bound Document Image Captured by the Camera: A model Based Approach. In: Proc. 7th Int. Conf. Doc. Anal. and Recog., Edinburgh, UK, pp. 71–75 (2003)

    Google Scholar 

  13. Liang, J., DeMenthon, D., Doermann, D.: Flattening Curved Documents in Images. In: Proc. IEEE Conf. Comp. Vis. and Patt. Recog., San Diego, California, USA, vol. II, pp. 338–345. IEEE Computer Society Press, Los Alamitos (2005)

    Google Scholar 

  14. Wada, T., Ukida, H., Matsuyama, T.: Shape from Shading with Interreflections Under a Proximal Light Source: Distortion-Free Copying of an Unfolded Book. Int. J. Comp. Vis. 24(2), 125–135 (1997)

    Article  Google Scholar 

  15. Tan, C.L., Zhang, L., Zhang, Z., Xia, T.: Restoring Warped Document Images through 3D Shape Modeling. IEEE Trans. PAMI 28(2), 195–208 (2006)

    Google Scholar 

  16. Courteille, F., Crouzil, A., Durou, J.D., Gurdjos, P.: Shape from Shading for the Digitization of Curved Documents. Mach. Vis. and Appl. (to appear)

    Google Scholar 

  17. Kashimura, M., Nakajima, T., Onda, N., Saito, H., Ozawa, S.: Practical Introduction of Image Processing Technology to Digital Archiving of Rare Books. In: Proc. Int. Conf. Sign. Proc. Appl. and Techn., Toronto, Canada, pp. 1025–1029 (1998)

    Google Scholar 

  18. Courteille, F., Durou, J.D., Gurdjos, P.: Transform your Digital Camera into a Flatbed Scanner. In: Proc. 9th Eur. Conf. Comp. Vis., 2nd Works. Appl. Comp. Vis., Graz, Austria, pp. 40–48 (2006)

    Google Scholar 

  19. Gumerov, N., Zandifar, A., Duraiswami, R., Davis, L.S.: Structure of Applicable Surfaces from Single Views. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3022, pp. 482–496. Springer, Heidelberg (2004)

    Google Scholar 

  20. Colombo, C., Del Bimbo, A., Pernici, F.: Metric 3D Reconstruction and Texture Acquisition of Surfaces of Revolution from a Single Uncalibrated View. IEEE Trans. PAMI 27(1), 99–114 (2005)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Yasushi Yagi Sing Bing Kang In So Kweon Hongbin Zha

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Courteille, F., Durou, JD., Gurdjos, P. (2007). Shape from Contour for the Digitization of Curved Documents. In: Yagi, Y., Kang, S.B., Kweon, I.S., Zha, H. (eds) Computer Vision – ACCV 2007. ACCV 2007. Lecture Notes in Computer Science, vol 4844. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76390-1_20

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-76390-1_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-76389-5

  • Online ISBN: 978-3-540-76390-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics