Robust exemplar-based inpainting algorithm using region segmentation

IEEE Transactions on Consumer Electronics

Volumn 58, Issue 2, 2012, Pages 553-561

  Lee, Jino ^a   Lee, Dong Kyu ^a   Park, Rae Hong ^a  

^a Sogang University   (South Korea)

Author keywords

adaptive patch size; curve connection; image inpainting; image segmentation; robust priority

Indexed keywords

CURVE CONNECTION; DAMAGED REGION; IMAGE INPAINTING; INPAINTING; INPAINTING METHOD; PARAMETER VALUES; PATCH SIZE; REGION SEGMENTATION; ROBUST PRIORITY; SEARCH REGION; SEGMENTATION MAP; SEGMENTATION METHODS; SOURCE REGION; SPATIAL INFORMATIONS; TARGET REGIONS; TEST IMAGES;

ALGORITHMS; TRANSPORT PROPERTIES;

IMAGE SEGMENTATION;

EID: 84863702754     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2012.6227460     Document Type: Article

References (30)

1. M. Bertalmio, A. L. Bertozzi, and G. Sapiro, "Navier-Stokes, fluid dynamics, and image and video inpainting," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 355-362, Kauai, HI, Dec. 2001.
2. A. Criminisi, P. Perez, and K. Toyama, "Region filling and object removal by exemplar-based image inpainting," IEEE Trans. Image Processing, vol. 13, no. 9, pp. 1200-1212, Sep. 2004.
3. F. Wang, N. Zheng, J. Zhao, J. Wei, and Y. Zhang, "An object removal method based on improved texture synthesis on photographs," in 2008 Digest of Technical Papers Int. Conf. Consumer Electronics, pp. 1-2, Las Vegas, NV, Jan. 2008.
4. J.-F. Wang, H.-J. Hsu, and J.-S. Li, "Interactive object extraction/removal system for digital camera," in 2007 Digest of Technical Papers Int. Conf. Consumer Electronics, pp. 1-2, Las Vegas, NV, Jan. 2007.
5. S. Yoo and R.-H. Park, "Red-eye detection and correction using inpainting in digital photographs," IEEE Trans. Consumer Electronics, vol. 55, no. 3, pp. 1006-1014, Aug. 2009.
6. Y.-M. Feng, D.-X. Li, K. Luo, and M. Zhang, "Asymmetric bidirectional view synthesis for free viewpoint and three-dimensional video," IEEE Trans. Consumer Electronics, vol. 55, no. 4, pp. 2349-2355, Nov. 2009.
7. Y. Mori, N. Fukushima, T. Yendo, T. Fujii, and M. Tanimoto, "View generation with 3D warping using depth information for FTV," Signal Processing: Image Communication, vol. 24, nos. 1-2, pp. 65-72, Jan. 2009.
8. T. F. Chan, M. K. Ng, A. C. Yau, and A. M. Yip, "Superresolution image reconstruction using fast inpainting algorithms," Applied and Computational Harmonic Analysis, vol. 23, no. 1, pp. 3-24, Jul. 2007. (Pubitemid 46856881)
9. S. D. Rane, G. Sapiro, and M. Bertalmio, "Structure and texture fillingin of missing image blocks in wireless transmission and compression applications," IEEE Trans. Image Processing, vol. 12, no. 3, pp. 296-303, Mar. 2003.
10. N. Komodakis and G. Tziritas, "Image completion using global optimization," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 442-452, New York, Jun. 2006.
11. J. Sun, L. Yuan, J. Jia, and H.Y. Shum, "Image completion with structure propagation," ACM Trans. Graphics, vol. 24, no. 3, pp. 861-868, Jul. 2005.
12. T. Huang, S. Chen, J. Liu, and X. Tang, "Image inpainting by global structure and texture propagation," in Proc. ACM SIGGRAPH, pp. 517-520, San Diego, CA, Aug. 2007.
13. M. Koppel, D. Doshkov, and P. Ndjiki-Nya, "Fully automatic inpainting method for complex image content," in Proc. Workshop on Image Analysis for Multimedia Interactive Services, London, UK, pp. 189-192, May 2009.
14. M. Shen and B. Li, "Structure and texture image inpainting based on region segmentation," in Proc. IEEE Conf. Acoustics, Speech, and Signal Processing, vol. 1, pp. 701-704, Honolulu, HI, Apr. 2007.
15. H. Zhou and J. Zheng, "Adaptive patch size determination for patchbased image completion," in Proc. IEEE Conf. Image Processing, vol. 1, pp. 421-424, Hong Kong, China, Sep. 2010.
16. Y. Liu, X.-J. Tian, Q. Wang, S.-X. Shao, and X.-L. Sun, "Image inpainting algorithm based on regional segmentation and adaptive window exemplar," in Proc. IEEE Conf. Advanced Computer Control, vol. 1, pp. 656-659, Shenyang, China, Mar. 2010.
17. M. Holtzman-Gazit and I. Yavneh, "Scale consistent image completion," in Proc. Int. Symposium on Visual Computing, vol. 1, pp. 648-659, Lake Tahoe, NV, Nov. 2006. (Pubitemid 44891595)
18. I. Drori, D. Cohen-Or, and H. Yeshurun, "Fragment-based image completion," ACM Trans. Graphics, vol. 22, no. 3, pp. 303-312, Sep. 2003.
19. J. C. Hung, C.-H. Huang, Y.-C. Liao, N. C. Tang, and T.-J. Chen, "Exemplar-based image inpainting base on structure construction," Int. J. Software, vol. 3, no. 8, pp. 57-64, Nov. 2008.
20. J. Lee and R.-H. Park, "Adaptive exemplar-based inpainting algorithm using region segmentation," in Proc. 26th IEEE Int. Technical Conf. Circuits/Systems, Computers and Communications, pp. 503-506, Gyeongju, Korea, Jun. 2011.
21. W.-H. Cheng, C.-W. Hsieh, S.-K. Lin, C.-W. Wang, and J.-L. Wu, "Robust algorithm for exemplar-based image inpainting," in Proc. Int. Conf. Computer Graphics, Imaging and Vision 2005, pp. 64-69, Beijing, China, Jul. 2005.
22. D. G. Lowe, "Object recognition from local scale-invariant features," in Proc. Int. Conf. Computer Vision, vol. 2, pp. 1151-1158, Corfu, Greece, Sep. 1999.
23. P. F. Felzemszwalb and D. P. Huttenlocher, "Efficient graph-based image segmentation," Int. J. Computer Vision, vol. 59, no. 2, pp. 167-181, Sep. 2004.
24. J. Jia and C.-K. Tang, "Image repairing: Robust image synthesis by adaptive ND tensor voting," in Proc. Int. Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 643-650, Madison, WI, Jun. 2003.
25. J. Wu and Q. Ruan, "Object removal by cross isophotes exemplar-based inpainting," in Proc. IEEE Int. Conf. Pattern Recognition, vol. 3, pp. 810-813, Hong Kong, China, Aug. 2006.
26. F. Bornemann and T. Marz, "Fast image inpainting based on coherence transport," J. Mathematical Imaging and Vision, vol. 28, no. 3, pp. 259-278, Jul. 2007. (Pubitemid 350001080)
27. A. Telea, "An image inpainting technique based on the fast marching method," Journal of Graphics Tool, vol. 9, no. 1, pp. 25-36, Mar. 2004.
28. M. Brown and D. Lowe, "Automatic panoramic image stitching using invariant features," Int. J. Computer Vision, vol. 74, no. 1, pp. 59-73, Aug. 2007. (Pubitemid 46673104)
29. C. L. Zitnick, S. B. Kang, M. Uyttendaele, S. Winder, and R. Szeliski, "High-quality video view interpolation using a layered representation, " ACM Trans. Graphics, vol. 23, no. 3, pp. 600-608, Aug. 2004.
30. T.-H. Kwok, H. Sheung, and C. L. Wang, "Fast query for exemplarbased image completion," IEEE Trans. Image Processing, vol. 19, no. 12, pp. 3106-3115, Dec. 2010.