Definition
Digital inpainting is a technique to automatically restore partially damaged photos, repair aged movies, or fill holes on 3D surfaces.
Introduction
Digital inpainting requires fundamental knowledge in image processing, video coding, and 3D geometric. Certainly, these topics are important issues in multimedia computing. This article summarizes a few challenge issues in digital inpainting and presents some solutions in the literature. We divide the article into three short sections for each problem (i.e., image, video, and 3D surface). Several short articles (included in this book) related to this article further explain additional issues on image and video inpainting.
Image Inpainting
Aged photos and paintings can be damaged either by scratch, dirt, or other reasons. Even though it is not possible to restore a painting to its original, to repair damaged artifacts with a visually pleasant result is...
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M.M. Oliveira, B. Bowen, R. McKenna, and Y.-S. Chang, “Fast Digital Image Inpainting,” Proceedings of the International Conference on Visualization, Imaging and Image Processing (VIIP 2001), pp. 261–266, 2001.
R. Bornard, E. Lecan, L. Laborelli, and J.-H. Chenot, “Missing Data Correction in Still Images and Image Sequences,” ACM Multimedia, pp. 355–361, 2002.
M. Bertalmio, G. Sapiro, V. Caselles, and C. Ballester, “Image Inpainting,” Proceedings of the ACM SIGGRAPH Conference on Computer Graphics, SIGGRAPH, pp. 417–424, 2000.
M. Bertalmio, A. Bertozzi, and G. Sapiro, “Navier-Stokes, Fluid-Dynamics and Image and Video Inpainting,” Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. I355–I362, 2001.
T.-F. Chan and J. Shen, “Nontexture Inpainting by Curvature-Driven Diffusions,” Journal of Visual Communication and Image Representation, Vol. 12, No. 4, 2001, pp. 436–449.
T.K. Shih., L.-C. Lu, and R.-C. Chang, “Multi-Resolution Image Inpainting,” Proceedings of IEEE International Conference on Multimedia & Expo (ICME'03), pp. 485–488, July 2003.
T.K. Shih, R.-C. Chang, and L.-C. Lu, “Multi-Layer Inpainting on Chinese Artwork,” Proceedings of IEEE International Conference on Multimedia & Expo (ICME'04), pp. 33–36, June 2004.
H. Yamauchi, J. Haber, and H.-P. Seidel, “Image Restoration Using Multiresolution Texture Synthesis and Image Inpainting,” Computer Graphics International, pp. 108–113, 2003.
M. Bertalmio, L. Vese, G. Sapiro, and S. Osher, “Simultaneous Structure and Texture Image Inpainting,” IEEE Transactions on Image Processing, Vol. 12, No. 8, 2003, pp. 882–889.
A. Criminisi, P. Perez, and K. Toyama, “Region Filling and Object Removal by Exemplar-Based Image Inpainting,” IEEE Transactions Image Processing, Vol. 13, 2004, pp. 1200–1212.
I. Drori, D. Cohen-Or, and H. Yeshurun, “Fragment-Based Image Completion,” Proceedings of ACM SIGGRAPH, pp. 303–312, 2003.
C.-H. Huang and J.-L. Wu, “Inpainting Attacks against Visible Watermarking Schemes,” Proceedings of the SPIE, International Society for Optical Engineering, 2001, No. 4314, pp. 376–384.
A. Machi and F. Collura, “Accurate Spatio-Temporal Restoration of Compact Single Frame Defects in Aged Motion Picture,” Proceedings of 12th International Conference on Image Analysis and Processing, pp. 454–459, September 2003.
L. Joyeux, O. Buisson, B. Besserer, and S. Boukir, “Detection and Removal of Line Scratches in Motion Picture Films,” IEEE Conference on Computer Vision and Pattern Recognition, pp. 548–553, June 1999.
W.-Q. Yan and M.S. Kankanhalli, “Erasing Video Logos Based on Image Inpainting,” Proceedings of IEEE International Conference in Multimedia and Expo (ICME 2002), Vol. 2, 2002, pp. 521–524.
J. Verdera, V. Caselles, M. Bertalmio, and G. Sapiro, “Inpainting Surface Holes,” Proceedings of IEEE International Conference on Image Processing, Vol. 2, 2003, pp. 903–906.
J. Davis, S.R. Marschner, M. Garr, and M. Levoy, “Filling Holes in Complex Surfaces Using Volumetric Diffusion,” Proceedings of First International Symposium on 3D Data Processing, Visualization, Transmission, (3DPVT'02), pp. 858–862, 2002.
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© 2008 Springer-Verlag
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Shih, T.K., Chang, RC., Chou, SM., Chen, YP., Huang, HC. (2008). Digital Inpainting. In: Furht, B. (eds) Encyclopedia of Multimedia. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-78414-4_301
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DOI: https://doi.org/10.1007/978-0-387-78414-4_301
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-74724-8
Online ISBN: 978-0-387-78414-4
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