Nonlocal image editing

IEEE Transactions on Image Processing

Volumn 23, Issue 10, 2014, Pages 4460-4473

  Talebi, Hossein ^a   Milanfar, Peyman ^a  

^a University of California Santa Cruz   (United States)

Author keywords

Image editing; non local filters; Nystr m extension

Indexed keywords

IMAGE EDITING; NON-LOCAL FILTERS; NONLOCAL;

EID: 84907457066     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2014.2348870     Document Type: Article

References (33)

1. H. Talebi and P. Milanfar, "Global image denoising, " IEEE Trans. Image Process., vol. 23, no. 2, pp. 755-768, Feb. 2014.
2. Z. Farbman, R. Fattal, D. Lischinski, and R. Szeliski, "Edge-preserving decompositions for multi-scale tone and detail manipulation, " ACM Trans. Graph., vol. 27, no. 3, Aug. 2008, Art. ID 67.
3. K. Subr, C. Soler, and F. Durand, "Edge-preserving multiscale image decomposition based on local extrema, " ACM Trans. Graph., vol. 28, no. 5, 2009, Art. ID 147.
4. S. Paris, S. W. Hasinoff, and J. Kautz, "Local Laplacian filters: Edge-aware image processing with a Laplacian pyramid, " ACM Trans. Graph., vol. 30, no. 4, 2011, Art. ID 68.
5. Z. Farbman, R. Fattal, and D. Lischinski, "Diffusion maps for edge-aware image editing, " ACM Trans. Graph., vol. 29, no. 6, Dec. 2010, Art. ID 145.
6. X. An and F. Pellacini, "AppProp: All-pairs appearance-space edit propagation, " ACM Trans. Graph., vol. 27, no. 3, 2008, Art. ID 40.
7. P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 9, pp. 629-639, Jul. 1990.
8. C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images, " in Proc. 6th ICCV, Bombay, India, Jan. 1998, pp. 836-846.
9. F. Durand and J. Dorsey, "Fast bilateral filtering for the display of high-dynamic-range images, " ACM Trans. Graph., vol. 21, no. 3, pp. 257-266, Jul. 2002.
10. J. Chen, S. Paris, and F. Durand, "Real-time edge-aware image processing with the bilateral grid, " ACM Trans. Graph., vol. 26, no. 3, 2007, Art. ID 103.
11. R. Fattal, S. Agrawala, and M. Rusinkiewicz, "Multiscale shape and detail enhancement from multi-light image collections, " ACM Trans. Graph., vol. 26, no. 3, 2007, Art. ID 51.
12. A. Polesel, G. Ramponi, and V. J. Mathews, "Image enhancement via adaptive unsharp masking, " IEEE Trans. Image Process., vol. 9, no. 3, pp. 505-510, Mar. 2000.
13. A. Buades, B. Coll, and J. M. Morel, "A review of image denoising algorithms, with a new one, " Multiscale Model. Simul., vol. 4, no. 2, pp. 490-530, 2005.
14. A. Choudhury and G. Medioni, "Perceptually motivated automatic sharpness enhancement using hierarchy of non-local means, " in Proc. IEEE Int. Conf. Comput. Vis. Workshops, Nov. 2011, pp. 730-737.
15. B. Zhang and J. P. Allebach, "Adaptive bilateral filter for sharpness enhancement and noise removal, " IEEE Trans. Image Process., vol. 17, no. 5, pp. 664-678, May 2008.
16. X. Zhu and P. Milanfar, "Restoration for weakly blurred and strongly noisy images, " in Proc. IEEE Workshop Appl. Comput. Vis. (WACV), Jan. 2011, pp. 103-109.
17. H. Takeda, S. Farsiu, and P. Milanfar, "Kernel regression for image processing and reconstruction, " IEEE Trans. Image Process., vol. 16, no. 2, pp. 349-366, Feb. 2007.
18. D. Lischinski, Z. Farbman, M. Uyttendaele, and R. Szeliski, "Interactive local adjustment of tonal values, " ACM Trans. Graph., vol. 26, no. 3, pp. 646-653, 2006.
19. F. Pellacini and J. Lawrence, "AppWand: Editing measured materials using appearance-driven optimization, " ACM Trans. Graph., vol. 27, no. 3, 2007, Art. ID 54.
20. P. Milanfar, "A tour of modern image filtering: New insights and methods, both practical and theoretical, " IEEE Signal Process. Mag., vol. 30, no. 1, pp. 106-128, Jan. 2013.
21. E. Seneta, Non-Negative Matrices and Markov Chains (Statistics). New York, NY, USA: Springer-Verlag, 1981.
22. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1991.
23. P. Milanfar, "Symmetrizing smoothing filters, " SIAM J. Imag. Sci., vol. 6, no. 1, pp. 263-284, 2013.
24. C. Williams and M. Seeger, "Using the Nyström method to speed up kernel machines, " in Advances in Neural Information Processing Systems, vol. 13. Cambridge, MA, USA: MIT Press, 2001, pp. 682-688.
25. E. Nyström, "Über die praktische auflösung von linearn ingtegraglechun-gen mit anwendungen auf randwertaufgaben der potentialtheorie, " Commentationes Phys.-Math., vol. 4, no. 15, pp. 1-52, Apr. 1928.
26. P. Knight, "The Sinkhorn-Knopp algorithm: Convergence and applications, " SIAM J. Matrix Anal. Appl., vol. 30, no. 1, pp. 261-275, 2008.
27. R. Sinkhorn, "A relationship between arbitrary positive matrices and doubly stochastic matrices, " Ann. Math. Statist., vol. 35, no. 2, pp. 876-879, 1964.
28. R. C. Bilcu and M. Vehvilainen, "Constrained unsharp masking for image enhancement, " in Proc. 3rd Int. Conf. Image Signal Process., 2008, pp. 10-19.
29. A. Levin, D. Lischinski, and Y. Weiss, "Colorization using optimization, " ACM Trans. Graph., vol. 23, no. 3, pp. 689-694, 2004.
30. H. Winnemöller, S. C. Olsen, and B. Gooch, "Real-time video abstraction, " ACM Trans. Graph., vol. 25, no. 3, pp. 1221-1226, 2006.
31. G. H. Golub and C. F. Van Loan, Matrix Computations. Baltimore, MD, USA: The Johns Hopkins Univ. Press, 1996.
32. J. A. Dieudonne, Foundations of Modern Analysis. New York, NY, USA: Academic, 1960.
33. R. R. Coifman, S. Lafon, A. B. Lee, M. Maggioni, F. Warner, and S. W. Zucker, "Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps, " in Proc. Nat. Acad. Sci., 2005, pp. 7426-7431.