Nonlocal pixel selection for multisurface fitting-based super-resolution

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 24, Issue 12, 2014, Pages 2013-2017

  Zhou, Fei ^a   Xia, Shu Tao ^a   Liao, Qingmin ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

OPTICAL RESOLVING POWER;

HIGH RESOLUTION; MULTISURFACE FITTINGS; OUTLIER REMOVALS; PIXEL SELECTION; POOR PERFORMANCE; SHORT SEQUENCES; STATE-OF-THE-ART METHODS; SUPERRESOLUTION;

PIXELS;

EID: 84916891576     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2014.2344513     Document Type: Article

References (18)

1. A. K. Katsaggelos, R. Molina, and J. Mateos, Super Resolution of Images and Video. San Rafael, CA, USA: Morgan & Claypool, 2007.
2. E. M. Hung, R. L. De Queiroz, F. Brandi, K. F. De Oliveira, and D. Mukherjee, "Video super-resolution using codebooks derived from key-frames," IEEE Trans. Circuits Syst. Video Technol., vol. 22, no. 9, pp. 1321-1331, Sep. 2012.
3. J. Yang, J. Wright, T. S. Huang, and Y. Ma, "Image super-resolution via sparse representation," IEEE Trans. Image Process., vol. 19, no. 11, pp. 2861-2873, Nov. 2010.
4. C. Fookes, F. Lin, V. Chandran, and S. Sridharan, "Evaluation of image resolution and super-resolution on face recognition performance," J. Vis. Commun. Image Represent., vol. 23, no. 1, pp. 75-93, Jan. 2012.
5. D. Capel and A. Zisserman, "Computer vision applied to super resolution," IEEE Signal Process. Mag., vol. 20, no. 3, pp. 75-86, May 2003.
6. M. K. Ng, H. Shen, E. Y. Lam, and L. Zhang, "A total variation regularization based super-resolution reconstruction algorithm for digital video," EURASIP J. Adv. Signal Process., vol. 2007, pp. 74585-1-74585-16, Jun. 2007.
7. S. Farsiu, M. D. Robinson, M. Elad, and P. Milanfar, "Fast and robust multiframe super resolution," IEEE Trans. Image Process., vol. 13, no. 10, pp. 1327-1344, Oct. 2004.
8. Y.-R. Li, D.-Q. Dai, and L. Shen, "Multiframe super-resolution reconstruction using sparse directional regularization," IEEE Trans. Circuits Syst. Video Technol., vol. 20, no. 7, pp. 945-956, Jul. 2010.
9. A. Sánchez-Beato and G. Pajares, "Noniterative interpolation-based super-resolution minimizing aliasing in the reconstructed image," IEEE Trans. Image Process., vol. 17, no. 10, pp. 1817-1826, Oct. 2008.
10. 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.
11. F. Zhou, W. Yang, and Q. Liao, "Interpolation-based image super resolution using multisurface fitting," IEEE Trans. Image Process., vol. 21, no. 7, pp. 3312-3318, Jul. 2012.
12. A. Buades, B. Coll, and J.-M. Morel, "Nonlocal image and movie denoising," Int. J. Comput. Vis., vol. 76, no. 2, pp. 123-139, 2007.
13. M. Protter, M. Elad, H. Takeda, and P. Milanfar, "Generalizing the nonlocal-means to super-resolution reconstruction," IEEE Trans. Image Process., vol. 18, no. 1, pp. 36-51, Jan. 2009.
14. F. Zhou, W. Yang, and Q. Liao, "A coarse-to-fine subpixel registration method to recover local perspective deformation in the application of image super-resolution," IEEE Trans. Image Process., vol. 21, no. 1, pp. 53-66, Jan. 2012.
15. M. A. Fischler and R. C. Bolles, "Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography," Commun. ACM, vol. 24, no. 6, pp. 381-395, Jun. 1981.
16. Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
17. W. Dong, L. Zhang, R. Lukac, and G. Shi, "Sparse representation based image interpolation with nonlocal autoregressive modeling," IEEE Trans. Image Process., vol. 22, no. 4, pp. 1382-1394, Apr. 2013.
18. W. Xue, L. Zhang, and X. Mou, "Learning without human scores for blind image quality assessment," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Portland, OR, USA, Jun. 2013.