Skip to main content

Improvement of Film Scratch Inpainting Algorithm Using Sobel Based Isophote Computation over Hilbert Scan Line

  • Conference paper
Book cover Computational Intelligence and Security (CIS 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4456))

Included in the following conference series:

  • 747 Accesses

Abstract

Old films or photographs usually have damages from physical or chemical effects, and the damage and digitalization make stain, scratch, scribbling, noise, and digital drop out in frames. Inpainting is a well-known technique to restore damages in images. Bertalmio’s inpainting scheme shows good reconstruction, but it requires much time complexity. We present a modified inpainting scheme, where we use Sobel edge operator’s magnitude and angle to compute isophotes. We experimented with standard test images, and it shows that our scheme requires smaller time complexity than Bertalmio’s scheme and shows comparable reconstructed image quality.

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 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
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. Bertalmio, M., Sapiro, G., Caselles, V., Ballester, C.: Image Inpainting. In: Akeley, K. (ed.) Proceedings of SIGGRAPH, Computer Graphics Proceedings. ACM Press / ACM SIGGRAPH / Addison Wesley Longman, pp. 417–424 (2000)

    Google Scholar 

  2. Oliveira, M., Bowen, B., McKenna, R., Chan, Y.-S.: Fast Digital Image Inpainting. In: Proc. VIIP, pp. 261–266 (2001)

    Google Scholar 

  3. Telea, A.: An Image Inpainting Technique Based on the Fast Marching Method. Journal of Graphics Tools 9, 25–36 (2004)

    Google Scholar 

  4. Kokaram, A.C., Morris, R.D., Fitzerald, W.J., Rayner, P.J.W.: Interpolation of missing data in image sequences. IEEE Transactions On Image Processing 4, 1509–1519 (1995)

    Article  Google Scholar 

  5. Kokaram, A.: On Missing Data Treatment for Degraded Video and Film Archives: A Survey and a New Bayesian Approach. IEEE Transactions On Image Processing 13, 397–415 (2004)

    Article  Google Scholar 

  6. Kokaram, A., Bornard, R., Rares, A., Sidorov, D., Chenot, J-H., Laborelli, L., Biemond, J.: Robust and Automatic Digital Restoration Systems: Copying with Reality. International Broadcasting Convention, pp. 405–411 (2002)

    Google Scholar 

  7. Voorhies, D.: Space-Filling Curves and a Measure of Coherence. In: Arvo, J. (ed.) Graphics Gems II, pp. 26–30. Academic Press, London (1999)

    Google Scholar 

  8. Bially, T.: Space-Filling Curves: Their Generation and Their Application to Bandwidth Reduction. IEEE Transactions on Information Theory IT-15, 658–664 (1969)

    Article  Google Scholar 

  9. The Hilbert curve available in http://www.compuphase.com/hilbert.htm

  10. Bertallmio, M., Sapiro, G., Caselles, V., Ballester, C.: Image Inpainting Software. available in http://inpainting.alpha-sigma.net

  11. Telea, A.: An Image Inpainting Technique Based on the Fast Marching Method Software. available in http://www.acm.org/jgt/papers/Telea04

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Ko, KH., Kim, SW. (2007). Improvement of Film Scratch Inpainting Algorithm Using Sobel Based Isophote Computation over Hilbert Scan Line. In: Wang, Y., Cheung, Ym., Liu, H. (eds) Computational Intelligence and Security. CIS 2006. Lecture Notes in Computer Science(), vol 4456. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74377-4_97

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-74377-4_97

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74376-7

  • Online ISBN: 978-3-540-74377-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics