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An Effective and Efficient Techniques of Image Inpainting: A Review

by Poonam A. Domadia, Pankaj Kumar Gautam
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 112 - Number 10
Year of Publication: 2015
Authors: Poonam A. Domadia, Pankaj Kumar Gautam
10.5120/19705-1536

Poonam A. Domadia, Pankaj Kumar Gautam . An Effective and Efficient Techniques of Image Inpainting: A Review. International Journal of Computer Applications. 112, 10 ( February 2015), 29-32. DOI=10.5120/19705-1536

@article{ 10.5120/19705-1536,
author = { Poonam A. Domadia, Pankaj Kumar Gautam },
title = { An Effective and Efficient Techniques of Image Inpainting: A Review },
journal = { International Journal of Computer Applications },
issue_date = { February 2015 },
volume = { 112 },
number = { 10 },
month = { February },
year = { 2015 },
issn = { 0975-8887 },
pages = { 29-32 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume112/number10/19705-1536/ },
doi = { 10.5120/19705-1536 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:49:08.371143+05:30
%A Poonam A. Domadia
%A Pankaj Kumar Gautam
%T An Effective and Efficient Techniques of Image Inpainting: A Review
%J International Journal of Computer Applications
%@ 0975-8887
%V 112
%N 10
%P 29-32
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Today in this digital world Image Inpainting is the emerging field in the area of Image Processing. Its main goal is to restoring missing or damaged areas in an image. This field of research has been very active over recent decade, and its enhanced by application such as renovating image from scratches or text overlaps, to improve lost part of the images, to remove object and fill the region and these all are used in the images which are captured by cameras and other capturing devices also. In inpainting that has no well-defined unique solution but that has different types of method like diffusion based method, examplar based method, global method.

References
  1. M. Bertalmio, G. Sapiro, V. Caselles, and C. Ballester, "Image inpainting," in Proc. 27th Annu. Conf. Comput. Graph. Interact. Tech. , Jul. 2000, pp. 417–424.
  2. A. Efros and T. Leung, "Texture synthesis by non- parametric sampling," in Proc. Int. Conf. Computer Vision (ICCV), Sept. 1999, pp. 1033–1038.
  3. Christine Guillemot and Olivier Le Meur, "Image Inpainting [overview and recent advances]", in IEEE Signal Processing Magazine, January 2014, pp. 127-144.
  4. T. F. Chan, J. Shen, "Mathematical models for local nontexture inpainting", SIAM J. Appl. Math. 62 (2002) 1019–1043.
  5. T. F. Chan Sung Ha Kang, "Error analysis for image inpainting", CAM 04-72, 2004
  6. A. A. Efros and T. K. Leung, "Texture synthesis by non-parametric sampling," in Proc. IEEE ICCV, 1999, pp. 1033–1038.
  7. S. Di Zenzo, "A note on the gradient of a multi-image," Comput. Vision, Graphics, Image Process. , vol. 33, no. 1, pp. 116–125, Jan. 1986.
  8. M. Bertalmio, A. Bertozzi, and G. Sapiro, "Navier-stokes, fluid dynamics, and image and video inpainting," in Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), Dec. 2001, pp. 355–362.
  9. A. Telea, "An image inpainting technique based on the fast marching method," J. Graphics Tools, vol. 9, no. 1, pp. 25–36, 2004.
  10. D. Tschumperlé, "Fast anisotropic smoothing of multi-valued images using curvature- preserving PDE's," Int. J. Comput. Vis. , vol. 68, no. 1, pp. 65–82, 2006.
  11. J. Weickert, "Theoretical foundations of anisotropic diffusion in image processing," Comput. Suppl. , vol. 11, pp. 221–236, 1996.
  12. L. Wei and M. Levoy, "Fast texture synthesis using tree-structured vector quantization," in Proc. ACM SIGGRAPH, July 2000, pp. 479–488.
  13. M. Ashikhmin, "Synthesizing natural textures," in Proc. ACM Symp. Interactive 3D Graphics, Mar. 2001, pp. 217–226.
  14. L. Liang, C. Liu, Y. Xu, B. Guo, and H. Shum, "Real-time texture synthesis by patch-based sampling," ACM Trans. Graph. , vol. 20, no. 3, pp. 127–150, 2001.
  15. A. Criminisi, P. Perez, and K. Toyama, "Region filling and object removal by examplar- based image inpainting," IEEE Trans. Image Process. , vol. 13, pp. 1200–1212, 2004.
  16. Y. Wexler, E. Shechtman, and M. Irani, "Space-time completion of video," IEEE Trans. Pattern Anal. Mach. Intel. , vol. 29, no. 3, pp. 463–476, Mar. 2007.
  17. Z. Xu and J. Sun, "Image inpainting by patch propagation using patch sparsity," IEEE Trans. Image Process. , vol. 19, no. 5, pp. 1153–1165, May 2010.
  18. K. Sangeetha , P. Sengottuvelan , E. Balamurugan, "Improved Exemplar Based Texture Synthesis Method for Natural Scene Image Completion", International Journal of Computer Science Issues, Vol. 8, Issue 5, No 2, 2011,pp. 283-287.
  19. Zhaolin Lu, He Huang, Leida Li, Deqiang Cheng "A Novel Hybrid Image Inpainting Model" presented at the IEEE International Conference on Genetic and Evolutionary Computing, 2010.
  20. O. Le Meur, J. Gautier, and C. Guillemot, "Examplar-based inpainting based on local geometry," in Proc. 18th IEEE Int. Conf. Image Process. , Sep. 2011, pp. 3401–3404.
  21. Olivier Le Meur, Mounira Ebdelli, and Christine Guillemot: "Hierarchical Super-Resolution-Based Inpainting", IEEE transactions on image processing, vol. 22, no. 10, october 2013.
  22. J. Weickert, "Coherence-enhancing diffusion filtering," Int. J. Comput. Vis. , vol. 32, nos. 2–3, pp. 111–127, 1999.
  23. Y. Wexler, E. Shechtman, and M. Irani, "Space-time video completion,"in Proc. IEEE Comput. Vis. Pattern Recognit. , Jun. –Jul. 2004, pp. I-120–I-127.
  24. O. Le Meur and C. Guillemot, "Super-resolution-based inpainting," in Proc. 12th Eur. Conf. Comput. Vis. , 2012, pp. 554–567.
  25. J. Kopf, W. Kienzle, S. Drucker, and S. B. Kang, "Quality prediction for image completion," ACM Trans. Graph. , vol. 31, no. 6, p. 131, 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Inpainting Diffusion-based Examplar-based Global/Hybrid Method.

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