Structure-preserving image smoothing via region covariances

ACM Transactions on Graphics

Volumn 32, Issue 6, 2013, Pages

  Karacan, Levent ^a   Erdem, Erkut ^a   Erdem, Aykut ^a  

^a HACETTEPE UNIVERSITY   (Turkey)

Author keywords

Image smoothing; Region covariances; Structure extraction; Texture elimination

Indexed keywords

COVARIANCE MATRICES; IMAGE DECOMPOSITION; IMAGE SMOOTHING; REGION COVARIANCE; SECOND ORDER STATISTICS; STATE-OF-THE-ART METHODS; STRUCTURE EXTRACTION; STRUCTURE-PRESERVING;

COVARIANCE MATRIX; EXTRACTION; TEXTURES;

IMAGE TEXTURE;

EID: 84887846874     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/2508363.2508403     Document Type: Article

References (30)

1. AUJOL, J.-F., GILBOA, G., CHAN, T., AND OSHER, S. 2006. Structure-texture image decomposition-modeling, algorithms, and parameter selection. Int. J. Comput. Vision 67, 1, 111-136.
2. AVIDAN, S., AND SHAMIR, A. 2007. Seam carving for contentaware image resizing. ACM Trans. Graph. 26, 3.
3. BAEK, J., AND JACOBS, D. E. 2010. Accelerating spatially varying gaussian filters. ACM Trans. Graph. 29, 6.
4. BUADES, A., COLL, B., AND MOREL, J.-M. 2005. A non-local algorithm for image denoising. In CVPR, vol. 2, 60-65.
5. BUADES, A., LE, T. M., MOREL, J.-M., AND VESE, L. A. 2010. Fast cartoon + texture image filters. IEEE Trans. Image Process. 19, 8, 1978-1986.
6. BURT, P. J., AND ADELSON, E. H. 1983. The laplacian pyramid as a compact image code. IEEE Trans. Commun. 31, 4, 532-540.
7. CHERIAN, A., SRA, S., BANERJEE, A., AND PAPANIKOLOPOULOS, N. 2011. Efficient similarity search for covariance matrices via the Jensen-Bregman LogDet divergence. In ICCV, 2399- 2406.
8. CRIMINISI, A., SHARP, T., ROTHER, C., AND PÉ REZ, P. 2010. Geodesic image and video editing. ACM Trans. Graph. 29, 5.
9. DOWSON, N., AND SALVADO, O. 2011. Hashed nonlocal means for rapid image filtering. IEEE Trans. on Pattern Analysis and Machine Intelligence 33, 3, 485-499.
10. DURAND, F., AND DORSEY, J. 2002. Fast bilateral filtering for the display of high-dynamic-range images. ACM Trans. Graph. 21, 3, 257-266.
11. EFROS, A., AND LEUNG, T. 1999. Texture synthesis by nonparametric sampling. In ICCV, 1033-1038.
12. FARBMAN, Z., FATTAL, R., LISCHINSKI, D., AND SZELISKI, R. 2008. Edge-preserving decompositions for multi-scale tone and detail manipulation. ACM Trans. Graph. 27, 3.
13. FARBMAN, Z., FATTAL, R., AND LISCHINSKI, D. 2010. Diffusion maps for edge-aware image editing. ACM Trans. Graph. 29, 6.
14. FATTAL, R., AGRAWALA, M., AND RUSINKIEWICZ, S. 2007. Multiscale shape and detail enhancement from multi-light image collections. ACM Trans. Graph. 26, 3.
15. GILBOA, G., SOCHEN, N., AND ZEEVI, Y. 2002. Regularized shock filters and complex diffusion. In ECCV, 399-313.
16. HONG, X., CHANG, H., SHAN, S., CHEN, X., AND GAO, W. 2009. Sigma set: A small second order statistical region descriptor. In CVPR, 1802-1809.
17. KOPF, J., AND LISCHINSKI, D. 2012. Digital reconstruction of halftoned color comics. ACM Trans. Graph. 31, 6.
18. MARR, D. 1982. Vision. W. H. Freeman and Company.
19. MEYER, Y. 2001. Oscillating patterns in image processing and nonlinear evolution equations: the fifteenth Dean Jacqueline B. Lewis memorial lectures, vol. 22. Amer Mathematical Society.
20. PERONA, P., AND MALIK, J. 1990. Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 12, 629-639.
21. RUBINSTEIN, M., GUTIERREZ, D., SORKINE, O., AND SHAMIR, A. 2010. A comparative study of image retargeting. ACM Trans. Graph. 29, 6.
22. RUDIN, L., OSHER, S., AND FATEMI, E. 1992. Nonlinear total variation based noise removal algorithms. Phys. D. 60, 259-268.
23. SUBR, K., SOLER, C., AND DURAND, F. 2009. Edge-preserving multiscale image decomposition based on local extrema. ACM Trans. Graph. 28, 5.
24. TOMASI, C., AND MANDUCHI, R. 1998. Bilateral filtering for gray and color images. In ICCV, 839-846.
25. TUZEL, O., PORIKLI, F., AND MEER, P. 2006. Region covariance: A fast descriptor for detection and classification. ECCV, 589- 600.
26. WINNEMÖLLER, H., OLSEN, S. C., AND GOOCH, B. 2006. Realtime video abstraction. ACM Trans. Graph. 25, 3, 1221-1226.
27. WITKIN, A. P. 1984. Scale-space filtering: A new approach to multi-scale description. In ICASSP, vol. 9, 150-153.
28. XU, L., LU, C., XU, Y., AND JIA, J. 2011. Image smoothing via L0 gradient minimization. ACM Trans. Graph. 30, 6.
29. XU, L., YAN, Q., XIA, Y., AND JIA, J. 2012. Structure extraction from texture via relative total variation. ACM Trans. Graph. 31, 6.
30. ZONTAK, M., MOSSERI, I., AND IRANI, M. 2013. Separating signal from noise using patch recurrence across scales. In CVPR.