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Reseach Article

Review of Different Inpainting Algorithms

by Pritika Patel, Ankit Prajapati, Shailendra Mishra
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 59 - Number 18
Year of Publication: 2012
Authors: Pritika Patel, Ankit Prajapati, Shailendra Mishra
10.5120/9650-4411

Pritika Patel, Ankit Prajapati, Shailendra Mishra . Review of Different Inpainting Algorithms. International Journal of Computer Applications. 59, 18 ( December 2012), 30-34. DOI=10.5120/9650-4411

@article{ 10.5120/9650-4411,
author = { Pritika Patel, Ankit Prajapati, Shailendra Mishra },
title = { Review of Different Inpainting Algorithms },
journal = { International Journal of Computer Applications },
issue_date = { December 2012 },
volume = { 59 },
number = { 18 },
month = { December },
year = { 2012 },
issn = { 0975-8887 },
pages = { 30-34 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume59/number18/9650-4411/ },
doi = { 10.5120/9650-4411 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:04:33.685781+05:30
%A Pritika Patel
%A Ankit Prajapati
%A Shailendra Mishra
%T Review of Different Inpainting Algorithms
%J International Journal of Computer Applications
%@ 0975-8887
%V 59
%N 18
%P 30-34
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image inpainting was historically done manually by painters for removing defect from paintings and photographs. Fill the region of missing information from a signal using surrounding information and re-form signal is the basic work of inpainting algorithms. Here in this paper we have studied and reviewed many different algorithms present for doing image inpainting and explain their approach. We have briefly explain some algorithms for video inpainting applications. This paper contain work done in the field of image inpainting and guide newcomers who are willing to work in image inpainting field.

References
  1. Criminisi, Patrick Perez, and Kentaro Toyama. Region filling and object removal by exemplar-based inpainting. IEEE Transactions on Image Processing, 13(9):1200{1212, September 2004.
  2. Efros and W. T. Freeman. Image quilting for texture synthesis and transfer. In Proceedings of ACM Conf. Comp. Graphics (SIGGRAPH), pages 341{346, August 2001.
  3. Anupam , Pulkit Goyal , Sapan Diwakar, "Fast and Enhanced Algorithm for Exemplar Based Image Inpainting", 2010 Fourth Pacific-Rim Symposium on Image and Video Technology.
  4. C. W. Fang and J. J. J. Lien. Fast image replacement using multi-resolution ap- proach.
  5. Cheng-Shian Lin, Jin-Jang Leou , "Image Inpainting Using Multiscale Salient Structure Propagation", 2011 International Conference on Multimedia and Signal Processing.
  6. Chih-Wei Fang and Jenn-Jier James Lien. Rapid image completion system using multi-resolution patch-based directional and non-directional approaches. IEEE Transactions on Image Processing, 18(11), 2009.
  7. D. J. Heeger and J. R. Bergen. Pyramid-based texture analysis/synthesis. In Proceedings of ACM Conf. Comp. Graphics (SIGGRAPH), volume 29, pages 229{233, Los Angeles, CA, 1995.
  8. David Tschumperl and Richard Deriche). Vector-valued image regularization with pde's : A common framework for different applications. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(4):506{517, 2005.
  9. H. Igehy and L. Pereira. Image replacement through texture synthesis. In Proceedings of International Conference on Image Processing (ICIP), volume III, pages 186{190, 1997.
  10. H. Noori , Saeid Saryazdi , "Image Inpainting Using Directional Median Filters", 2010 International Conference on Computational Intelligence and Communication Networks.
  11. photographs. ACM Transactions on Hitoshi Yamauchi, JÄorg Haber, and Hans-Peter Seidel. Image restoration using multiresolution texture synthesis and image inpainting. In Computer Graphics International (CGI 2003), pages 120{125, Tokyo, Japan, July 2003. IEEE.
  12. Iddo Drori, Daniel Cohen-Or, and Hezy Yeshurun. Fragment - based image completion. In Proceedings of ACM Conf. Comp. Graphics (SIGGRAPH), volume 22, pages 303{312, July 2003.
  13. J. Wickramasuriya, M. Datt, S. Mehrotra, and N. Venkatasubramanian. Privacy protecting data collection in media spaces. In ACM International Conference on Multimedia, pages 48{55, New GRAPH), volume 24, pages 861{868, July York, NY, October 2004.
  14. James Hays and Alexei A Efros. Scene completion using millions of Graphics (SIGGRAPH 2007), 26(3), 2007.
  15. Jian Sun, Lu Yuan, Jiaya Jia, and Heung-Yeung Shum. Image completion with structure propagation. In Proceedings of ACM Conf. Comp. Graphics (SIG- 2005.
  16. Jiaya Jia and Chi keung Tang. Inference of segmented color and texture description by tensor voting. IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), 26(6):771{786, June 2004.
  17. Jiaya Jia, Yu-Wing Tai, Tai-Pang Wu, and Chi-Keung Tang. Video repairing under variable illumination using cyclic motions. In IEEE Transactions on Pat- tern Analysis and Machine Intelligence (PAMI), volume 28, pages 832{839, May 2006.
  18. K. P. Karmann and A. Brandt. Moving object recognition using an adaptive memory background. In V. Cappellini, editor, Time-Varying Image Processing and Moving Object Recognition, pages 289{307. Elsevier Science Publishers, 2nd edition, 1990.
  19. K. Patwardhan, G. Sapiro, and M. Bertalmio. Video inpainting of occluded and occluding objects. In Proceedings of IEEE International Conference on Image Processing (ICIP), volume 2, pages 69{72, 2005.
  20. L. Itti, C. Koch, and E. Niebur. A mode of saliency-based visual attention for rapid scene analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(11):1254{1259, November 1998.
  21. M. Bertalmio, G. Sapiro, V. Caselles, and C. Ballester. Image inpainting. In Proceedings of ACM Conf. Comp. Graphics (SIGGRAPH), pages 417{424, New Orleans, USA, July 2000.
  22. M. Elad, J. -L Starck, D. Donoho, and P. Querre. Simultaneous cartoon and texture image in-painting using morphological component analysis (mca). Applied and Computational Harmonic Analysis, 2005. To appear.
  23. M. Oliviera, B. Bowen, R. McKenna, and Y. -S. Chang. Fast digital image inpainting. In Proc. of Intl. Conf. on Visualization, Imaging and Image Processing (VIIP), page 261266, 2001.
  24. Minqin Wang1,2 Guoqiang Han1 Yongqiu Tu1 Guohua Chen1 Yuefang Gao1s,"TV-Based Texture Image Inpainting", 2008 International Conference on Multimedia and Information Technology.
  25. Paul Ardis and Amit Singhal. Visual salience metrics for image inpainting. Proceedings of the SPIE, 7257, 2009.
  26. Shengfeng Li, Rujing Wang, "Exemplar Image Inpainting by Means of Curvature-Driven Method", 2012 International Conference on Computer Science and Electronics Engineering.
  27. T. F. Chan and S. H. Kang. Error analysis for image inpainting. Journal of Mathematical imaging and Vision, 26(1-2):85{103, November 2006.
  28. W. Zhang, S. -C. Cheung, and M. Chen. Hiding privacy information in video surveillance system. In Proceedings of the 12th IEEE International Conference on Image Processing (ICIP), volume 3, pages 868{871, Genova, Italy, September 2005.
  29. www. wikipedia. com
  30. Y. T. Jia, S. M. Hu, and R. R. Martin. Video completion using tracking and fragment merging. In Proceedings of Pacic Graphics, volume 21, pages 601{610, 2005.
  31. Yining Deng and b. s. Manjunath. Unsupervised segmentation of color-texture regions in images and video. IEEE Transaction on Pattern Analysis and Machine Intelligence (PAMI), 23(8):800{810, 2001.
  32. Yunjun Zhang, Jiangjian Xiao, and Mubarak Shah. Motion layer based object removal in videos. In Proceedings of the Seventh IEEE Workshops on Application of Computer Vision, volume 1, pages 516{521, 2005.
Index Terms

Computer Science
Information Sciences

Keywords

Image inpainting Texture Synthesis PDE