Images reconstruction using modified exemplar based method

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7870, Issue , 2011, Pages

  Voronin, V V ^a   Marchuk, V I ^a   Egiazarian, K O ^b  

^a RUSSIAN PRESIDENTIAL ACADEMY OF NATIONAL ECONOMY AND PUBLIC ADMINISTRATION   (Russian Federation)

^b TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

Adaptive block size; Exemplar based method; Images reconstruction; Inpainting

Indexed keywords

ADAPTIVE BLOCK SIZES; ADAPTIVITY; ART IMAGE; BLOCK SIZES; EXEMPLAR BASED METHOD; IMAGES RECONSTRUCTION; INPAINTING; LARGE OBJECTS; NEW APPROACHES; NOVEL IMAGE RECONSTRUCTION; RECONSTRUCTION ERROR; TEST IMAGES;

IMAGE RECONSTRUCTION; IMAGING SYSTEMS;

ALGORITHMS;

EID: 79952652660     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.871890     Document Type: Conference Paper

References (36)

1. Bertalmio, M., Bertozzi, A., Sapiro, G., "Navier-Stokes, fluid dynamics, and image and video inpainting," Hawaii: Proc. IEEE Computer Vision and Pattern Recognition (CVPR), 213-226 (2001).
2. Perona, P., Malik, J., "Scale-space and edge detection using anisotropic diffusion," IEEE Transactions on Pattern Analysis and Machine Intelligence 12, 629-639 (1990). (Pubitemid 20726016)
3. Rudin, L., Osher, S., Fatemi, E., "Non linear total variation based noise removal algorithms," Physica D 60, 259-268 (1992).
4. Mumford, D., Shah, J., "Optimal approximations by piecewise smooth functions and associated variational problems," Commun. PureAppl. Math. 42, 577-685 (1989).
5. Grossauer, H., Scherzer, O., "Using the complex Ginzburg-Landau equation for digital inpainting in 2D and 3D. In Sacle space method in computer vision," Springer: Lectures notes in Computer Sciences 2695, 47-55 (2003).
6. Ballester, C, Bertalmio, M., Caselles, V., Sapiro, G., Verdera, J., "Filling-in by joint interpolation of vector fields and gray levers," IEEE Trans. On Image Processing 10, 1200-1211 (2001). (Pubitemid 32732681)
7. Bertalmio, M., Sapiro, G., Caselles, V., Balleste, C., "Image inpainting," New Orleans: Proceedings of SIGGRAPH, 102-133 (2000).
8. Bertalmio, M., Sapiro, G., Caselles, V., Ballester, C., "Image inpainting," Computer Graphics Proceedings, K. Akeley, Ed. ACM Press, ACM SIGGRAPH, Addison Wesley Longman, 417-424 (2000). (Pubitemid 32394006)
9. Rudin, L., Osher, S., Fatemi, E., "Nonlinear total variation based noise removal algorithms," Physica D 60(1-4), 259-268 (1992).
10. Bugeau, A.and Bertalmio, M., "Combining texture synthesis and diffusion for image inpainting," in International Conference on Computer Vision Theory and Applications, 123-132 (2009).
11. Alkachouh, Z., Bellanger, M. G., "Fast DCT-based spatial domain interpolation of blocks in images," IEEE Trans. Image Process 9(4), 729-732 (2000). (Pubitemid 30594723)
12. Kokaram, A.C., Morris, R.D., Fitzgerald, W.J., Rayner, P.J., "Interpolation of missing data in image sequences," IEEE Trans. Image Process 4(11), 1509-1519 (1995).
13. Park, J.W., Kim, J.W., Lee, S.U., "DCT coefficients recovery-based error concealment technique and its application to the MPEG-2 bit stream error," IEEE Trans. Circuits Syst. Video Technol 7(6), 845-854 (1997). (Pubitemid 127767826)
14. Shirani, S., Kossentini, F., Ward, R., "Reconstruction of baseline JPEG coded images in error prone environments," IEEE Trans. Image Process 9(7), 1292-1299 (2000).
15. Guleryuz, O.G., "Nonlinear approximation based image recovery using adaptive sparse reconstructions and iterated denoising," Part I: theory IEEE transactions on image processing 15(3), (2006).
16. Guleryuz, O.G., " On missing data prediction using sparse signal models: A comparison of atomic decompositions with iterated denoising," San Diego: SPIE Conf. Wavelets XI, Mathematical Methods, CA, 49-63 (2005).
17. Kaup, A., Aach, T., "Coding of segmented images using shapeindependent basis functions," IEEE Trans Image Process, 937-947 (1998). (Pubitemid 128745409)
18. Mairal, J., Elad, M. and Sapiro, G., "Sparse representation for color image restoration," IEEE Trans. Image Processing 17, 53-69 (2008).
19. Elad, M., Starck, J., Querre, P. and Donoho, D., "Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA) ," Applied and Computational Harmonic Analysis 19(3), 340-358 (2005). (Pubitemid 41660098)
20. Fadili, M., Starck, J.-L. and Murtagh, F., "Inpainting and zooming using sparse representations," Computer Journal 52(1), 64-79 (2009).
21. Zongben, Xu, Jian, Sun, "Image inpainting by patch propagation using patch sparsity," IEEE transactions on image processing 19(5), 78-88 (2010).
22. Criminisi, A., Perez, P., Toyama, K., "Region filling and object removal by exemplar-based image inpainting," IEEE Trans. Image Process 13(9), 28-34 (2004).
23. Bertalmio, M., Vese, L., Sapiro, G., Osher, S., "Simultaneous texture and structure image inpainting," Proceedings of the International Conference on Computer Vision and Pattern Recognition, 707-712 (2003).
24. Grossauer, H., "Simultaneous texture and structure image inpainting," Proceedings of European Conference on Computer Vision, 214-224 (2004).
25. Bonet, J.S. De, "Multiresolution sampling procedure for analysis and synthesis of texture images," Proceedings of SIG-GRAPH, 110-120 (1997).
26. Lee, X., Zhang, Y.-Q., Leon-Garcia, A., "Information loss recovery for block-based image coding techniques-A fuzzy logic approach," IEEE Trans. Image Process 4(3), 259-273 (1995).
27. Heeger, D., Bergen, J., "Pyramid-based texture analysis/synthesis, " Computer Graphics (SIGGRAPH), 229-238 (1995).
28. DeBonet, J.S., "Multiresolution sampling procedure for analysis and synthesis of texture images," In Proc. of SIGGRAPH, 361-368 (1997).
29. Chan, T.F., Shen, J., "Mathematical models of local non-texture inpaintings," SIAM J. Appl. Math 62(3), 1019-1043 (2002). (Pubitemid 34758536)
30. Chan, T.F., Shen, J., "Mathematical models of local non-texture inpaintings," SIAM Journal on Applied Mathematics 62(3), 1019-1043 (2001).
31. Barnes, C., Shechtman, E., Finkelstein, A. and Goldman, D.B., "PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing," ACM Transactions on Graphics (Proc. SIGGRAPH), (2009).
32. Aujol, J.-F., Ladjal, S. and Masnou, S., "Exemplar-based inpainting from a variational point of view," (2008).
33. Zhiwei, Xiong, Xiaoyan, Sun, "Block-based image compression with parameter-assistant inpainting," IEEE Transactions on Image Processing 19(6), (2010).
34. Mengyao, Ma, Oscar, C. Au, "Edge-directed error concealment," IEEE Transactions on Circuits and Systems for Video Technology 20(3), (2010).
35. Gabriel, Peyre, "Texture synthesis with grouplets," IEEE Transactions on pattern analysis and machine intelligence 32(4), 324-333 (2010).
36. Katkovnik, V., Egiazarian, K., Astola, J., [Local Approximation techniques in signal and image processing], Bellingham, Washington, 553 (2006).