Content-adaptive image downscaling

ACM Transactions on Graphics

Volumn 32, Issue 6, 2013, Pages

  Kopf, Johannes ^a   Shamir, Ariel ^b   Peers, Pieter ^c  

^a MICROSOFT RESEARCH   (United States)

^b Interdisciplinary Center   (United States)

^c Dept of Economics and Thomas Jefferson Program in Public Policy at the College of William and Mary   (United States)

Author keywords

Downscaling; Images

Indexed keywords

CONTENT-ADAPTIVE; DOWN-SCALING; DOWNSCALING METHODS; EXPECTATION-MAXIMIZATION ALGORITHMS; GAUSSIAN KERNELS; IMAGES; LOCAL IMAGE FEATURES; RINGING ARTIFACTS;

ALGORITHMS; CONSTRAINED OPTIMIZATION; IMAGE SEGMENTATION;

ITERATIVE METHODS;

EID: 84887848487     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/2508363.2508370     Document Type: Article

References (19)

1. ACHANTA, R., SHAJI, A., SMITH, K., LUCCHI, A., FUA, P., AND SÜSSTRUNK, S. 2012. Slic superpixels compared to stateof- the-art superpixel methods. IEEE Trans. Pattern Anal. Mach. Intell. 34, 11, 2274-2282.
2. AVIDAN, S., AND SHAMIR, A. Seam carving for content-aware image resizing. ACM Transactions on Graphics, (Proc. SIGGRAPH 2007) 26, 3, article no. 10.
3. COMANICIU, D., MEER, P., AND MEMBER, S. 2002. Mean shift: A robust approach toward feature space analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 24, 603-619.
4. GERSTNER, T., DECARLO, D., ALEXA, M., FINKELSTEIN, A., GINGOLD, Y., AND NEALEN, A. 2012. Pixelated image abstraction. Proceedings of the International Symposium on Non- Photorealistic Animation and Rendering (NPAR), 29-36.
5. HASTIE, T., TIBSHIRANI, R., FRIEDMAN, J., AND FRANKLIN, J. 2005. The elements of statistical learning: data mining, inference and prediction. The Mathematical Intelligencer 27, 2, 83-85.
6. INGLIS, T. C., AND KAPLAN, C. S. 2012. Pixelating vector line art. Proceedings of the Symposium on Non-Photorealistic Animation and Rendering, 21-28.
7. KARNI, Z., FREEDMAN, D., AND GOTSMAN, C. 2009. Energybased image deformation. Proceedings of the Symposium on Geometry Processing (SGP 2009), 1257-1268.
8. LIU, T., SUN, J., ZHENG, N.-N., TANG, X., AND SHUM, H.-Y. 2007. Learning to detect a salient object. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007), 1-8.
9. MANSON, J., AND SCHAEFER, S. 2012. Parameterization-aware mip-mapping. Computer Graphics Forum (Proc. Eurographics Symposium on Rendering) 31, 4, 1455-1463.
10. NEHAB, D., AND HOPPE, H. 2011. Generalized sampling for computer graphics. Tech. rep., feb.
11. RUBINSTEIN, M., SHAMIR, A., AND AVIDAN, S. 2009. Multioperator media retargeting. ACM Transactions on Graphics (Proceedings SIGGRAPH 2009) 28, 3, 1-11.
12. SAMADANI, R., LIM, S. H., AND TRETTER, D. 2007. Representative image thumbnails for good browsing. Proceedings of the International Conference on Image Processing (ICIP 2007), 193-196.
13. SHANNON, C. E. 1949. Communication in the presence of noise. Proceedings of the Institute of Radio Engineers 37, 1, 10-21.
14. SUH, B., LING, H., BEDERSON, B. B., AND JACOBS, D. W. 2003. Automatic thumbnail cropping and its effectiveness. Proceedings of the 16th annual ACM symposium on User interface software and technology, 95-104.
15. TOMASI, C., AND MANDUCHI, R. 1998. Bilateral filtering for gray and color images. Proceedings of IEEE International Conference on Computer Vision (ICCV '98), 836-846.
16. TRENTACOSTE, M., MANTIUK, R., AND HEIDRICH, W. 2011. Blur-aware image downsizing. Computer Graphics Forum (Proc. Eurographics 2011) 30, 2, 573-582.
17. TRIGGS, B. 2001. Empirical filter estimation for subpixel interpolation and matching. Proceedings of IEEE International Conference on Computer Vision (ICCV 2001) 2, 550-557.
18. WOLBERG, G. 1990. Digital Image Warping. IEEE Computer Society Press, Los Alamitos, CA, USA.
19. WOLF, L., GUTTMANN, M., AND COHEN-OR, D. 2007. Nonhomogeneous content-driven video-retargeting. Proceedings of IEEE International Conference on Computer Vision (ICCV 2007), 1-6.